Ahmad Beirami

180 papers A* 22A 2B 22C 2Misc 3Journal 103Unranked 24
YearRankTypeTitle / Venue / Authors
2025 J jnl
Best-of-N through the Smoothing Lens: KL Divergence and Regret Analysis.
CoRR
Gholamali Aminian, Idan Shenfeld, Amir R. Asadi, Ahmad Beirami, Youssef Mroueh
2025 A* conf
Block Verification Accelerates Speculative Decoding.
ICLR
Ziteng Sun, Uri Mendlovic, Yaniv Leviathan, Asaf Aharoni, Jae Hun Ro, Ahmad Beirami, Ananda Theertha Suresh
2025 J jnl
CoDe: Blockwise Control for Denoising Diffusion Models.
CoRR
Anuj Singh, Sayak Mukherjee, Ahmad Beirami, Hadi Jamali Rad
2025 J jnl
CoDe: Blockwise Control for Denoising Diffusion Models.
Trans. Mach. Learn. Res.
Anuj Singh, Sayak Mukherjee, Ahmad Beirami, Hadi Jamali Rad
2025 A conf
Fundamental Limits of Perfect Concept Erasure.
AISTATS
Somnath Basu Roy Chowdhury, Kumar Avinava Dubey, Ahmad Beirami, Rahul Kidambi, Nicholas Monath, Amr Ahmed, Snigdha Chaturvedi
2025 J jnl
Fundamental Limits of Perfect Concept Erasure.
CoRR
Somnath Basu Roy Chowdhury, Avinava Dubey, Ahmad Beirami, Rahul Kidambi, Nicholas Monath, Amr Ahmed, Snigdha Chaturvedi
2025 A* conf
Generalization and Robustness of the Tilted Empirical Risk.
ICML
Gholamali Aminian, Amir R. Asadi, Tian Li, Ahmad Beirami, Gesine Reinert, Samuel N. Cohen
2025 A* conf
Immune: Improving Safety Against Jailbreaks in Multi-modal LLMs via Inference-Time Alignment.
CVPR
Soumya Suvra Ghosal, Souradip Chakraborty, Vaibhav Singh, Tianrui Guan, Mengdi Wang, Ahmad Beirami, Furong Huang, Alvaro Velasquez, Dinesh Manocha, Amrit Singh Bedi
2025 J jnl
Improving Neutral Point of View Text Generation through Parameter-Efficient Reinforcement Learning and a Small-Scale High-Quality Dataset.
CoRR
Jessica Hoffmann, Christiane Ahlheim, Zac Yu, Aria Walfrand, Jarvis Jin, Marie Tano, Ahmad Beirami, Erin van Liemt, Nithum Thain, Hakim Sidahmed, Lucas Dixon
2025 A* conf
Improving Neutral Point-of-View Generation with Data- and Parameter-Efficient RL.
EMNLP
Jessica Hoffmann, Christiane Ahlheim, Zac Yu, Aria Walfrand, Jarvis Jin, Marie Tano, Ahmad Beirami, Erin MacMurray van Liemt, Nithum Thain, Hakim Sidahmed, Lucas Dixon
2025 A* conf
InfAlign: Inference-aware language model alignment.
ICML
Ananth Balashankar, Ziteng Sun, Jonathan Berant, Jacob Eisenstein, Michael Collins, Adrian Hutter, Jong Lee, Chirag Nagpal, Flavien Prost, Aradhana Sinha, Ananda Theertha Suresh, Ahmad Beirami
2025 A* conf
Mitigating Object Hallucination in MLLMs via Data-augmented Phrase-level Alignment.
ICLR
Pritam Sarkar, Sayna Ebrahimi, Ali Etemad, Ahmad Beirami, Sercan Ö. Arik, Tomas Pfister
2025 J jnl
Review, Refine, Repeat: Understanding Iterative Decoding of AI Agents with Dynamic Evaluation and Selection.
CoRR
Souradip Chakraborty, Mohammadreza Pourreza, Ruoxi Sun, Yiwen Song, Nino Scherrer, Furong Huang, Amrit Singh Bedi, Ahmad Beirami, Jindong Gu, Hamid Palangi, Tomas Pfister
2025 J jnl
Robust Preference Optimization through Reward Model Distillation.
Trans. Mach. Learn. Res.
Adam Fisch, Jacob Eisenstein, Vicky Zayats, Alekh Agarwal, Ahmad Beirami, Chirag Nagpal, Peter Shaw, Jonathan Berant
2025 J jnl
SPECS: Faster Test-Time Scaling through Speculative Drafts.
CoRR
Mert Cemri, Nived Rajaraman, Rishabh Tiwari, Xiaoxuan Liu, Kurt Keutzer, Ion Stoica, Kannan Ramchandran, Ahmad Beirami, Ziteng Sun
2025 A* conf
Safety Alignment Should be Made More Than Just a Few Tokens Deep.
ICLR
Xiangyu Qi, Ashwinee Panda, Kaifeng Lyu, Xiao Ma, Subhrajit Roy, Ahmad Beirami, Prateek Mittal, Peter Henderson
2025 A* conf
Theoretical guarantees on the best-of-n alignment policy.
ICML
Ahmad Beirami, Alekh Agarwal, Jonathan Berant, Alexander Nicholas D'Amour, Jacob Eisenstein, Chirag Nagpal, Ananda Theertha Suresh
2024 B conf
Asymptotics of Language Model Alignment.
ISIT
Joy Qiping Yang, Salman Salamatian, Ziteng Sun, Ananda Theertha Suresh, Ahmad Beirami
2024 J jnl
Asymptotics of Language Model Alignment.
CoRR
Joy Qiping Yang, Salman Salamatian, Ziteng Sun, Ananda Theertha Suresh, Ahmad Beirami
2024 J jnl
Break it, Imitate it, Fix it: Robustness by Generating Human-Like Attacks.
Trans. Mach. Learn. Res.
Aradhana Sinha, Ananth Balashankar, Ahmad Beirami, Thi Avrahami, Jilin Chen, Alex Beutel
2024 A* conf
Controlled Decoding from Language Models.
ICML
Sidharth Mudgal, Jong Lee, Harish Ganapathy, Yaguang Li, Tao Wang, Yanping Huang, Zhifeng Chen, Heng-Tze Cheng, Michael Collins, Trevor Strohman, Jilin Chen, Alex Beutel, Ahmad Beirami
2024 A* conf
Enhancing Group Fairness in Online Settings Using Oblique Decision Forests.
ICLR
Somnath Basu Roy Chowdhury, Nicholas Monath, Ahmad Beirami, Rahul Kidambi, Kumar Avinava Dubey, Amr Ahmed, Snigdha Chaturvedi
2024 A* conf
FRAPPÉ: A Group Fairness Framework for Post-Processing Everything.
ICML
Alexandru Tifrea, Preethi Lahoti, Ben Packer, Yoni Halpern, Ahmad Beirami, Flavien Prost
2024 J jnl
Generalization Error of the Tilted Empirical Risk.
CoRR
Gholamali Aminian, Amir R. Asadi, Tian Li, Ahmad Beirami, Gesine Reinert, Samuel N. Cohen
2024 — conf
Gradient-Based Language Model Red Teaming.
EACL (1)
Nevan Wichers, Carson Denison, Ahmad Beirami
2024 J jnl
Gradient-Based Language Model Red Teaming.
CoRR
Nevan Wichers, Carson Denison, Ahmad Beirami
2024 J jnl
Immune: Improving Safety Against Jailbreaks in Multi-modal LLMs via Inference-Time Alignment.
CoRR
Soumya Suvra Ghosal, Souradip Chakraborty, Vaibhav Singh, Tianrui Guan, Mengdi Wang, Ahmad Beirami, Furong Huang, Alvaro Velasquez, Dinesh Manocha, Amrit Singh Bedi
2024 A conf
Improving Robustness via Tilted Exponential Layer: A Communication-Theoretic Perspective.
AISTATS
Bhagyashree Puranik, Ahmad Beirami, Yao Qin, Upamanyu Madhow
2024 J jnl
Inducing Group Fairness in LLM-Based Decisions.
CoRR
James Atwood, Preethi Lahoti, Ananth Balashankar, Flavien Prost, Ahmad Beirami
2024 J jnl
InfAlign: Inference-aware language model alignment.
CoRR
Ananth Balashankar, Ziteng Sun, Jonathan Berant, Jacob Eisenstein, Michael Collins, Adrian Hutter, Jong Lee, Chirag Nagpal, Flavien Prost, Aradhana Sinha, Ananda Theertha Suresh, Ahmad Beirami
2024 J jnl
Mitigating Object Hallucination via Data Augmented Contrastive Tuning.
CoRR
Pritam Sarkar, Sayna Ebrahimi, Ali Etemad, Ahmad Beirami, Sercan Ö. Arik, Tomas Pfister
2024 J jnl
Multi-Group Fairness Evaluation via Conditional Value-at-Risk Testing.
IEEE J. Sel. Areas Inf. Theory
Lucas Monteiro Paes, Ananda Theertha Suresh, Alex Beutel, Flávio P. Calmon, Ahmad Beirami
2024 J jnl
Optimal Block-Level Draft Verification for Accelerating Speculative Decoding.
CoRR
Ziteng Sun, Jae Hun Ro, Ahmad Beirami, Ananda Theertha Suresh
2024 J jnl
Overview of the Ninth Dialog System Technology Challenge: DSTC9.
IEEE ACM Trans. Audio Speech Lang. Process.
R. Chulaka Gunasekara, Seokhwan Kim, Luis Fernando D'Haro, Abhinav Rastogi, Yun-Nung Chen, Mihail Eric, Behnam Hedayatnia, Karthik Gopalakrishnan, Yang Liu, Chao-Wei Huang, Dilek Hakkani-Tür, Jinchao Li, Qi Zhu, Lingxiao Luo, Lars Liden, Kaili Huang, Shahin Shayandeh, Runze Liang, Baolin Peng, Zheng Zhang, Swadheen Shukla, Minlie Huang, Jianfeng Gao, Shikib Mehri, Yulan Feng, Carla Gordon, Seyed Hossein Alavi, David R. Traum, Maxine Eskénazi, Ahmad Beirami, Eunjoon Cho, Paul A. Crook, Ankita De, Alborz Geramifard, Satwik Kottur, Seungwhan Moon, Shivani Poddar, Rajen Subba
2024 A* conf
Reuse Your Rewards: Reward Model Transfer for Zero-Shot Cross-Lingual Alignment.
EMNLP
Zhaofeng Wu, Ananth Balashankar, Yoon Kim, Jacob Eisenstein, Ahmad Beirami
2024 J jnl
Reuse Your Rewards: Reward Model Transfer for Zero-Shot Cross-Lingual Alignment.
CoRR
Zhaofeng Wu, Ananth Balashankar, Yoon Kim, Jacob Eisenstein, Ahmad Beirami
2024 J jnl
Robust Preference Optimization through Reward Model Distillation.
CoRR
Adam Fisch, Jacob Eisenstein, Vicky Zayats, Alekh Agarwal, Ahmad Beirami, Chirag Nagpal, Petet Shaw, Jonathan Berant
2024 J jnl
Safety Alignment Should Be Made More Than Just a Few Tokens Deep.
CoRR
Xiangyu Qi, Ashwinee Panda, Kaifeng Lyu, Xiao Ma, Subhrajit Roy, Ahmad Beirami, Prateek Mittal, Peter Henderson
2024 J jnl
Theoretical guarantees on the best-of-n alignment policy.
CoRR
Ahmad Beirami, Alekh Agarwal, Jonathan Berant, Alexander D'Amour, Jacob Eisenstein, Chirag Nagpal, Ananda Theertha Suresh
2023 J jnl
A Systematic Survey of Prompt Engineering on Vision-Language Foundation Models.
CoRR
Jindong Gu, Zhen Han, Shuo Chen, Ahmad Beirami, Bailan He, Gengyuan Zhang, Ruotong Liao, Yao Qin, Volker Tresp, Philip H. S. Torr
2023 J jnl
Break it, Imitate it, Fix it: Robustness by Generating Human-Like Attacks.
CoRR
Aradhana Sinha, Ananth Balashankar, Ahmad Beirami, Thi Avrahami, Jilin Chen, Alex Beutel
2023 J jnl
Controlled Decoding from Language Models.
CoRR
Sidharth Mudgal, Jong Lee, Harish Ganapathy, Yaguang Li, Tao Wang, Yanping Huang, Zhifeng Chen, Heng-Tze Cheng, Michael Collins, Trevor Strohman, Jilin Chen, Alex Beutel, Ahmad Beirami
2023 J jnl
Enhancing Group Fairness in Online Settings Using Oblique Decision Forests.
CoRR
Somnath Basu Roy Chowdhury, Nicholas Monath, Ahmad Beirami, Rahul Kidambi, Avinava Dubey, Amr Ahmed, Snigdha Chaturvedi
2023 J jnl
FRAPPÉ: A Post-Processing Framework for Group Fairness Regularization.
CoRR
Alexandru Tifrea, Preethi Lahoti, Ben Packer, Yoni Halpern, Ahmad Beirami, Flavien Prost
2023 J jnl
Helping or Herding? Reward Model Ensembles Mitigate but do not Eliminate Reward Hacking.
CoRR
Jacob Eisenstein, Chirag Nagpal, Alekh Agarwal, Ahmad Beirami, Alex D'Amour, Dj Dvijotham, Adam Fisch, Katherine A. Heller, Stephen Pfohl, Deepak Ramachandran, Peter Shaw, Jonathan Berant
2023 A* conf
Improving Diversity of Demographic Representation in Large Language Models via Collective-Critiques and Self-Voting.
EMNLP
Preethi Lahoti, Nicholas Blumm, Xiao Ma, Raghavendra Kotikalapudi, Sahitya Potluri, Qijun Tan, Hansa Srinivasan, Ben Packer, Ahmad Beirami, Alex Beutel, Jilin Chen
2023 J jnl
Improving Diversity of Demographic Representation in Large Language Models via Collective-Critiques and Self-Voting.
CoRR
Preethi Lahoti, Nicholas Blumm, Xiao Ma, Raghavendra Kotikalapudi, Sahitya Potluri, Qijun Tan, Hansa Srinivasan, Ben Packer, Ahmad Beirami, Alex Beutel, Jilin Chen
2023 J jnl
Improving Few-shot Generalization of Safety Classifiers via Data Augmented Parameter-Efficient Fine-Tuning.
CoRR
Ananth Balashankar, Xiao Ma, Aradhana Sinha, Ahmad Beirami, Yao Qin, Jilin Chen, Alex Beutel
2023 J jnl
Improving Robustness via Tilted Exponential Layer: A Communication-Theoretic Perspective.
CoRR
Bhagyashree Puranik, Ahmad Beirami, Yao Qin, Upamanyu Madhow
2023 J jnl
Let's Do a Thought Experiment: Using Counterfactuals to Improve Moral Reasoning.
CoRR
Xiao Ma, Swaroop Mishra, Ahmad Beirami, Alex Beutel, Jilin Chen
2023 J jnl
Multi-Group Fairness Evaluation via Conditional Value-at-Risk Testing.
CoRR
Lucas Monteiro Paes, Ananda Theertha Suresh, Alex Beutel, Flávio P. Calmon, Ahmad Beirami
2023 J jnl
On Tilted Losses in Machine Learning: Theory and Applications.
J. Mach. Learn. Res.
Tian Li, Ahmad Beirami, Maziar Sanjabi, Virginia Smith
2023 J jnl
Robustness through Data Augmentation Loss Consistency.
Trans. Mach. Learn. Res.
Tianjian Huang, Shaunak Ashish Halbe, Chinnadhurai Sankar, Pooyan Amini, Satwik Kottur, Alborz Geramifard, Meisam Razaviyayn, Ahmad Beirami
2023 A* conf
SpecTr: Fast Speculative Decoding via Optimal Transport.
NeurIPS
Ziteng Sun, Ananda Theertha Suresh, Jae Hun Ro, Ahmad Beirami, Himanshu Jain, Felix X. Yu
2023 J jnl
SpecTr: Fast Speculative Decoding via Optimal Transport.
CoRR
Ziteng Sun, Ananda Theertha Suresh, Jae Hun Ro, Ahmad Beirami, Himanshu Jain, Felix X. Yu
2023 J jnl
Towards A Scalable Solution for Improving Multi-Group Fairness in Compositional Classification.
CoRR
James Atwood, Tina Tian, Ben Packer, Meghana Deodhar, Jilin Chen, Alex Beutel, Flavien Prost, Ahmad Beirami
2023 J jnl
Towards Robust Prompts on Vision-Language Models.
CoRR
Jindong Gu, Ahmad Beirami, Xuezhi Wang, Alex Beutel, Philip H. S. Torr, Yao Qin
2023 A* conf
Uncovering the Hidden Dynamics of Video Self-supervised Learning under Distribution Shifts.
NeurIPS
Pritam Sarkar, Ahmad Beirami, Ali Etemad
2023 J jnl
Uncovering the Hidden Dynamics of Video Self-supervised Learning under Distribution Shifts.
CoRR
Pritam Sarkar, Ahmad Beirami, Ali Etemad
2022 J jnl
A Stochastic Optimization Framework for Fair Risk Minimization.
Trans. Mach. Learn. Res.
Andrew Lowy, Sina Baharlouei, Rakesh Pavan, Meisam Razaviyayn, Ahmad Beirami
2022 — conf
Database Search Results Disambiguation for Task-Oriented Dialog Systems.
NAACL-HLT
Kun Qian, Satwik Kottur, Ahmad Beirami, Shahin Shayandeh, Paul A. Crook, Alborz Geramifard, Zhou Yu, Chinnadhurai Sankar
2022 J jnl
Guest Editorial: An End-to-End Machine Learning Perspective on Industrial IoT.
IEEE Internet Things Mag.
Rita H. Wouhaybi, Ravikumar Balakrishnan, Navid Naderializadeh, Ahmad Beirami, Marco Di Felice, Shadi A. Noghabi, Anirudh Badam, Shugong Xu
2022 — conf
Know Thy Strengths: Comprehensive Dialogue State Tracking Diagnostics.
EMNLP (Findings)
Hyundong Cho, Chinnadhurai Sankar, Christopher Lin, Kaushik Ram Sadagopan, Shahin Shayandeh, Asli Celikyilmaz, Jonathan May, Ahmad Beirami
2022 — conf
Robust Conversational Agents against Imperceptible Toxicity Triggers.
NAACL-HLT
Ninareh Mehrabi, Ahmad Beirami, Fred Morstatter, Aram Galstyan
2022 J jnl
Robust Conversational Agents against Imperceptible Toxicity Triggers.
CoRR
Ninareh Mehrabi, Ahmad Beirami, Fred Morstatter, Aram Galstyan
2021 B conf
An Analysis of State-of-the-Art Models for Situated Interactive MultiModal Conversations (SIMMC).
SIGDIAL
Satwik Kottur, Paul A. Crook, Seungwhan Moon, Ahmad Beirami, Eunjoon Cho, Rajen Subba, Alborz Geramifard
2021 B conf
Annotation Inconsistency and Entity Bias in MultiWOZ.
SIGDIAL
Kun Qian, Ahmad Beirami, Zhouhan Lin, Ankita De, Alborz Geramifard, Zhou Yu, Chinnadhurai Sankar
2021 J jnl
Annotation Inconsistency and Entity Bias in MultiWOZ.
CoRR
Kun Qian, Ahmad Beirami, Zhouhan Lin, Ankita De, Alborz Geramifard, Zhou Yu, Chinnadhurai Sankar
2021 J jnl
CheckDST: Measuring Real-World Generalization of Dialogue State Tracking Performance.
CoRR
Hyundong Cho, Chinnadhurai Sankar, Christopher Lin, Kaushik Ram Sadagopan, Shahin Shayandeh, Asli Celikyilmaz, Jonathan May, Ahmad Beirami
2021 J jnl
Coded Machine Unlearning.
IEEE Access
Nasser Aldaghri, Hessam Mahdavifar, Ahmad Beirami
2021 J jnl
DAIR: Data Augmented Invariant Regularization.
CoRR
Tianjian Huang, Shaunak Ashish Halbe, Chinnadhurai Sankar, Pooyan Amini, Satwik Kottur, Alborz Geramifard, Meisam Razaviyayn, Ahmad Beirami
2021 — conf
DVD: A Diagnostic Dataset for Multi-step Reasoning in Video Grounded Dialogue.
ACL/IJCNLP (1)
Hung Le, Chinnadhurai Sankar, Seungwhan Moon, Ahmad Beirami, Alborz Geramifard, Satwik Kottur
2021 J jnl
DVD: A Diagnostic Dataset for Multi-step Reasoning in Video Grounded Dialogue.
CoRR
Hung Le, Chinnadhurai Sankar, Seungwhan Moon, Ahmad Beirami, Alborz Geramifard, Satwik Kottur
2021 J jnl
Database Search Results Disambiguation for Task-Oriented Dialog Systems.
CoRR
Kun Qian, Ahmad Beirami, Satwik Kottur, Shahin Shayandeh, Paul A. Crook, Alborz Geramifard, Zhou Yu, Chinnadhurai Sankar
2021 A* conf
Ditto: Fair and Robust Federated Learning Through Personalization.
ICML
Tian Li, Shengyuan Hu, Ahmad Beirami, Virginia Smith
2021 J jnl
FERMI: Fair Empirical Risk Minimization via Exponential Rényi Mutual Information.
CoRR
Andrew Lowy, Rakesh Pavan, Sina Baharlouei, Meisam Razaviyayn, Ahmad Beirami
2021 J jnl
FeO2: Federated Learning with Opt-Out Differential Privacy.
CoRR
Nasser Aldaghri, Hessam Mahdavifar, Ahmad Beirami
2021 J jnl
Information-Theoretic Bayes Risk Lower Bounds for Realizable Models.
CoRR
Matthew S. Nokleby, Ahmad Beirami
2021 J jnl
On Tilted Losses in Machine Learning: Theory and Applications.
CoRR
Tian Li, Ahmad Beirami, Maziar Sanjabi, Virginia Smith
2021 A* conf
Tilted Empirical Risk Minimization.
ICLR
Tian Li, Ahmad Beirami, Maziar Sanjabi, Virginia Smith
2020 J jnl
Centralized vs Decentralized Targeted Brute-Force Attacks: Guessing With Side-Information.
IEEE Trans. Inf. Forensics Secur.
Salman Salamatian, Wasim Huleihel, Ahmad Beirami, Asaf Cohen, Muriel Médard
2020 J jnl
Centralized vs Decentralized Targeted Brute-Force Attacks: Guessing with Side-Information.
CoRR
Salman Salamatian, Wasim Huleihel, Ahmad Beirami, Asaf Cohen, Muriel Médard
2020 J jnl
Coded Machine Unlearning.
CoRR
Nasser Aldaghri, Hessam Mahdavifar, Ahmad Beirami
2020 C conf
Competitive Balance in Team Sports Games.
CoG
Sofia Maria Nikolakaki, Ogheneovo Dibie, Ahmad Beirami, Nicholas Peterson, Navid Aghdaie, Kazi A. Zaman
2020 J jnl
Competitive Balance in Team Sports Games.
CoRR
Sofia Maria Nikolakaki, Ogheneovo Dibie, Ahmad Beirami, Nicholas Peterson, Navid Aghdaie, Kazi A. Zaman
2020 A* conf
Fair Resource Allocation in Federated Learning.
ICLR
Tian Li, Maziar Sanjabi, Ahmad Beirami, Virginia Smith
2020 J jnl
Federated Multi-Task Learning for Competing Constraints.
CoRR
Tian Li, Shengyuan Hu, Ahmad Beirami, Virginia Smith
2020 J jnl
Network Traffic Compression With Side Information.
IEEE Access
Ahmad Beirami, Faramarz Fekri
2020 J jnl
Overview of the Ninth Dialog System Technology Challenge: DSTC9.
CoRR
R. Chulaka Gunasekara, Seokhwan Kim, Luis Fernando D'Haro, Abhinav Rastogi, Yun-Nung Chen, Mihail Eric, Behnam Hedayatnia, Karthik Gopalakrishnan, Yang Liu, Chao-Wei Huang, Dilek Hakkani-Tür, Jinchao Li, Qi Zhu, Lingxiao Luo, Lars Liden, Kaili Huang, Shahin Shayandeh, Runze Liang, Baolin Peng, Zheng Zhang, Swadheen Shukla, Minlie Huang, Jianfeng Gao, Shikib Mehri, Yulan Feng, Carla Gordon, Seyed Hossein Alavi, David R. Traum, Maxine Eskénazi, Ahmad Beirami, Eunjoon Cho, Paul A. Crook, Ankita De, Alborz Geramifard, Satwik Kottur, Seungwhan Moon, Shivani Poddar, Rajen Subba
2020 B conf
Resource Constrained Dialog Policy Learning Via Differentiable Inductive Logic Programming.
COLING
Zhenpeng Zhou, Ahmad Beirami, Paul A. Crook, Pararth Shah, Rajen Subba, Alborz Geramifard
2020 J jnl
Resource Constrained Dialog Policy Learning via Differentiable Inductive Logic Programming.
CoRR
Zhenpeng Zhou, Ahmad Beirami, Paul A. Crook, Pararth Shah, Rajen Subba, Alborz Geramifard
2020 A* conf
Rényi Fair Inference.
ICLR
Sina Baharlouei, Maher Nouiehed, Ahmad Beirami, Meisam Razaviyayn
2020 B conf
Situated and Interactive Multimodal Conversations.
COLING
Seungwhan Moon, Satwik Kottur, Paul A. Crook, Ankita De, Shivani Poddar, Theodore Levin, David Whitney, Daniel Difranco, Ahmad Beirami, Eunjoon Cho, Rajen Subba, Alborz Geramifard
2020 J jnl
Situated and Interactive Multimodal Conversations.
CoRR
Seungwhan Moon, Satwik Kottur, Paul A. Crook, Ankita De, Shivani Poddar, Theodore Levin, David Whitney, Daniel Difranco, Ahmad Beirami, Eunjoon Cho, Rajen Subba, Alborz Geramifard
2020 J jnl
Tilted Empirical Risk Minimization.
CoRR
Tian Li, Ahmad Beirami, Maziar Sanjabi, Virginia Smith
2020 J jnl
Winning Is Not Everything: Enhancing Game Development With Intelligent Agents.
IEEE Trans. Games
Yunqi Zhao, Igor Borovikov, Fernando de Mesentier Silva, Ahmad Beirami, Jason Rupert, Caedmon Somers, Jesse Harder, John Kolen, Jervis Pinto, Reza Pourabolghasem, James Pestrak, Harold Chaput, Mohsen Sardari, Long Lin, Sundeep Narravula, Navid Aghdaie, Kazi A. Zaman
2019 J jnl
A Characterization of Guesswork on Swiftly Tilting Curves.
IEEE Trans. Inf. Theory
Ahmad Beirami, A. Robert Calderbank, Mark M. Christiansen, Ken R. Duffy, Muriel Médard
2019 J jnl
Bayesian Nonlinear Function Estimation with Approximate Message Passing.
CoRR
Hangjin Liu, You Joe Zhou, Ahmad Beirami, Dror Baron
2019 — conf
From Demonstrations and Knowledge Engineering to a DNN Agent in a Modern Open-World Video Game.
AAAI Spring Symposium: Combining Machine Learning with Knowledge Engineering
Igor Borovikov, Ahmad Beirami
2019 B conf
Mismatched Guesswork and One-to-One Codes.
ITW
Salman Salamatian, Litian Liu, Ahmad Beirami, Muriel Médard
2019 J jnl
Mismatched Guesswork.
CoRR
Salman Salamatian, Litian Liu, Ahmad Beirami, Muriel Médard
2019 J jnl
Multi-theme generative adversarial terrain amplification.
ACM Trans. Graph.
Yiwei Zhao, Han Liu, Igor Borovikov, Ahmad Beirami, Maziar Sanjabi, Kazi A. Zaman
2019 — conf
Nonlinear Function Estimation with Empirical Bayes and Approximate Message Passing.
Allerton
Hangjin Liu, You Joe Zhou, Ahmad Beirami, Dror Baron
2019 J jnl
On Multi-Agent Learning in Team Sports Games.
CoRR
Yunqi Zhao, Igor Borovikov, Jason Rupert, Caedmon Somers, Ahmad Beirami
2019 J jnl
Towards Interactive Training of Non-Player Characters in Video Games.
CoRR
Igor Borovikov, Jesse Harder, Michael G. Sadovsky, Ahmad Beirami
2019 J jnl
Universal Compression with Side Information from a Correlated Source.
CoRR
Ahmad Beirami, Faramarz Fekri
2019 J jnl
Why Botnets Work: Distributed Brute-Force Attacks Need No Synchronization.
IEEE Trans. Inf. Forensics Secur.
Salman Salamatian, Wasim Huleihel, Ahmad Beirami, Asaf Cohen, Muriel Médard
2019 J jnl
Winning Isn't Everything: Training Human-Like Agents for Playtesting and Game AI.
CoRR
Yunqi Zhao, Igor Borovikov, Ahmad Beirami, Jason Rupert, Caedmon Somers, Jesse Harder, Fernando de Mesentier Silva, John Kolen, Jervis Pinto, Reza Pourabolghasem, Harold Chaput, James Pestrak, Mohsen Sardari, Long Lin, Navid Aghdaie, Kazi A. Zaman
2018 J jnl
A Characterization of Guesswork on Swiftly Tilting Curves.
CoRR
Ahmad Beirami, A. Robert Calderbank, Mark M. Christiansen, Ken Duffy, Muriel Médard
2018 J jnl
Global Games With Noisy Information Sharing.
IEEE Trans. Signal Inf. Process. over Networks
Hessam Mahdavifar, Ahmad Beirami, Behrouz Touri, Jeff S. Shamma
2018 — conf
Information Bottleneck Methods for Distributed Learning.
Allerton
Parinaz Farajiparvar, Ahmad Beirami, Matthew S. Nokleby
2018 J jnl
Information Bottleneck Methods for Distributed Learning.
CoRR
Parinaz Farajiparvar, Ahmad Beirami, Matthew S. Nokleby
2018 A* conf
On Data-Dependent Random Features for Improved Generalization in Supervised Learning.
AAAI
Shahin Shahrampour, Ahmad Beirami, Vahid Tarokh
2018 — conf
Supervised Learning Using Data-dependent Random Features with Application to Seizure Detection.
CDC
Shahin Shahrampour, Ahmad Beirami, Vahid Tarokh
2018 J jnl
Why Botnets Work: Distributed Brute-Force Attacks Need No Synchronization.
CoRR
Salman Salamatian, Wasim Huleihel, Ahmad Beirami, Asaf Cohen, Muriel Médard
2017 J jnl
Centralized vs Decentralized Multi-Agent Guesswork.
CoRR
Salman Salamatian, Ahmad Beirami, Asaf Cohen, Muriel Médard
2017 B conf
Centralized vs decentralized multi-agent guesswork.
ISIT
Salman Salamatian, Ahmad Beirami, Asaf Cohen, Muriel Médard
2017 J jnl
Guesswork Subject to a Total Entropy Budget.
CoRR
Arman Rezaee, Ahmad Beirami, Ali Makhdoumi, Muriel Médard, Ken Duffy
2017 — conf
Guesswork subject to a total entropy budget.
Allerton
Arman Rezaee, Ahmad Beirami, Ali Makhdoumi, Muriel Médard, Ken Duffy
2017 J jnl
On Data-Dependent Random Features for Improved Generalization in Supervised Learning.
CoRR
Shahin Shahrampour, Ahmad Beirami, Vahid Tarokh
2017 — conf
On Optimal Generalizability in Parametric Learning.
NIPS
Ahmad Beirami, Meisam Razaviyayn, Shahin Shahrampour, Vahid Tarokh
2017 J jnl
On Optimal Generalizability in Parametric Learning.
CoRR
Ahmad Beirami, Meisam Razaviyayn, Shahin Shahrampour, Vahid Tarokh
2016 J jnl
Packet-Level Network Compression: Realization and Scaling of the Network-Wide Benefits.
IEEE/ACM Trans. Netw.
Ahmad Beirami, Mohsen Sardari, Faramarz Fekri
2016 J jnl
Performance Trade-Offs in Multi-Processor Approximate Message Passing.
CoRR
Junan Zhu, Ahmad Beirami, Dror Baron
2016 B conf
Performance trade-offs in multi-processor approximate message passing.
ISIT
Junan Zhu, Ahmad Beirami, Dror Baron
2016 J jnl
Rate-Distortion Bounds on Bayes Risk in Supervised Learning.
CoRR
Matthew S. Nokleby, Ahmad Beirami, A. Robert Calderbank
2016 B conf
Rate-distortion bounds on Bayes risk in supervised learning.
ISIT
Matthew S. Nokleby, Ahmad Beirami, A. Robert Calderbank
2016 J jnl
Wireless Network Compression Via Memory-Enabled Overhearing Helpers.
IEEE Trans. Wirel. Commun.
Ahmad Beirami, Mohsen Sardari, Faramarz Fekri
2015 — conf
A geometric perspective on guesswork.
Allerton
Ahmad Beirami, A. Robert Calderbank, Mark M. Christiansen, Ken R. Duffy, Ali Makhdoumi, Muriel Médard
2015 — conf
A rate-distortion framework for supervised learning.
MLSP
Matthew S. Nokleby, Ahmad Beirami, A. Robert Calderbank
2015 B conf
Diffusion channel with Poisson reception process: capacity results and applications.
ISIT
Hessam Mahdavifar, Ahmad Beirami
2015 J jnl
Global Games with Noisy Information Sharing.
CoRR
Hessam Mahdavifar, Ahmad Beirami, Behrouz Touri, Jeff S. Shamma
2015 J jnl
Mismatched Estimation in Large Linear Systems.
CoRR
Yanting Ma, Dror Baron, Ahmad Beirami
2015 B conf
Mismatched estimation in large linear systems.
ISIT
Yanting Ma, Dror Baron, Ahmad Beirami
2015 — —
Network compression via network memory: fundamental performance limits.
Ahmad Beirami
2015 — ed.
Proceedings of the Second Annual International Conference on Nanoscale Computing and Communication, NANOCOM' 15, Boston, MA, USA, September 21-22, 2015
NANOCOM
Faramarz Fekri, Sasitharan Balasubramaniam, Tommaso Melodia, Ahmad Beirami, Albert Cabellos
2015 B conf
Quantifying computational security subject to source constraints, guesswork and inscrutability.
ISIT
Ahmad Beirami, A. Robert Calderbank, Ken R. Duffy, Muriel Médard
2015 — conf
Threshold policy for global games with noisy information sharing.
CDC
Hessam Mahdavifar, Ahmad Beirami, Behrouz Touri, Jeff S. Shamma
2014 Misc conf
A memory-assisted lossless compression algorithm for medical images.
ICASSP
Zhinoos Razavi Hesabi, Mohsen Sardari, Ahmad Beirami, Faramarz Fekri, Mohamed A. Deriche, Antonio Navarro
2014 — conf
A novel correlation model for universal compression of parametric sources.
Allerton
Ahmad Beirami, Faramarz Fekri
2014 B conf
Fundamental limits of universal lossless one-to-one compression of parametric sources.
ITW
Ahmad Beirami, Faramarz Fekri
2014 — conf
Fundamental performance limits of chaotic-map random number generators.
Allerton
Ahmad Beirami, Hamid Nejati, Sergio Callegari
2014 B conf
Mismatched side information in wireless network compression via overhearing helpers.
ISIT
Mohsen Sardari, Ahmad Beirami, Faramarz Fekri
2014 — conf
On optimality of data clustering for packet-level memory-assisted compression of network traffic.
SPAWC
Ahmad Beirami, Liling Huang, Mohsen Sardari, Faramarz Fekri
2014 J jnl
Packet-Level Network Compression: Realization and Scaling of the Network-Wide Benefits.
CoRR
Ahmad Beirami, Mohsen Sardari, Faramarz Fekri
2014 — conf
Packet-level clustering for memory-assisted compression of network packets.
WCSP
Liling Huang, Ahmad Beirami, Mohsen Sardari, Faramarz Fekri, Bo Liu, Lin Gui
2014 J jnl
Universal Compression of a Mixture of Parametric Sources with Side Information.
CoRR
Ahmad Beirami, Liling Huang, Mohsen Sardari, Faramarz Fekri
2013 J jnl
A Framework for Investigating the Performance of Chaotic-Map Truly Random Number Generators.
IEEE Trans. Circuits Syst. II Express Briefs
Ahmad Beirami, Hamid Nejati
2013 — conf
A continuous-time sigma-delta ADC with tunable pass-band for multi-standard applications.
MWSCAS
Mahmood Barangi, Ahmad Beirami, Hamid Nejati, Warsame H. Ali
2013 A* conf
Content-aware network data compression using joint memorization and clustering.
INFOCOM
Mohsen Sardari, Ahmad Beirami, Jun Zou, Faramarz Fekri
2013 — conf
Results on the optimal memory-assisted universal compression performance for mixture sources.
Allerton
Ahmad Beirami, Mohsen Sardari, Faramarz Fekri
2013 — conf
Variability analysis of tent map-based chaotic-map truly random number generators.
MWSCAS
Hamid Nejati, Ahmad Beirami, Aria Ghasemian Sahebi, Warsame H. Ali
2013 Misc conf
Wireless network compression: Code design and trade offs.
ITA
Mohsen Sardari, Ahmad Beirami, Faramarz Fekri
2012 J jnl
A Performance Metric for Discrete-Time Chaos-Based Truly Random Number Generators
CoRR
Ahmad Beirami, Hamid Nejati, Yehia Massoud
2012 J jnl
Chaotic-Map Truly Random Number Generators: Evaluation of Bit-Generation and Post-Processing
CoRR
Ahmad Beirami, Hamid Nejati
2012 J jnl
Data Gathering in Networks of Bacteria Colonies: Collective Sensing and Relaying Using Molecular Communication
CoRR
Arash Einolghozati, Mohsen Sardari, Ahmad Beirami, Faramarz Fekri
2012 — conf
Data gathering in networks of bacteria colonies: Collective sensing and relaying using molecular communication.
INFOCOM Workshops
Arash Einolghozati, Mohsen Sardari, Ahmad Beirami, Faramarz Fekri
2012 C conf
Memory placement in network compression: Line and grid topologies.
ISITA
Mohsen Sardari, Ahmad Beirami, Faramarz Fekri
2012 J jnl
Memory-Assisted Universal Compression of Network Flows
CoRR
Mohsen Sardari, Ahmad Beirami, Faramarz Fekri
2012 J jnl
Memory-Assisted Universal Source Coding
CoRR
Ahmad Beirami, Faramarz Fekri
2012 B conf
Memory-Assisted Universal Source Coding.
DCC
Ahmad Beirami, Faramarz Fekri
2012 A* conf
Memory-assisted universal compression of network flows.
INFOCOM
Mohsen Sardari, Ahmad Beirami, Faramarz Fekri
2012 J jnl
Network Compression: Memory-Assisted Universal Coding of Sources with Correlated Parameters
CoRR
Ahmad Beirami, Faramarz Fekri
2012 — conf
Network Compression: Memory-assisted universal coding of sources with correlated parameters.
Allerton Conference
Ahmad Beirami, Faramarz Fekri
2012 J jnl
On Lossless Universal Compression of Distributed Identical Sources
CoRR
Ahmad Beirami, Faramarz Fekri
2012 B conf
On lossless universal compression of distributed identical sources.
ISIT
Ahmad Beirami, Faramarz Fekri
2012 J jnl
Results on the Fundamental Gain of Memory-Assisted Universal Source Coding
CoRR
Ahmad Beirami, Mohsen Sardari, Faramarz Fekri
2012 B conf
Results on the fundamental gain of memory-assisted universal source coding.
ISIT
Ahmad Beirami, Mohsen Sardari, Faramarz Fekri
2011 J jnl
Capacity of Discrete Molecular Diffusion Channels
CoRR
Arash Einolghozati, Mohsen Sardari, Ahmad Beirami, Faramarz Fekri
2011 B conf
Capacity of discrete molecular diffusion channels.
ISIT
Arash Einolghozati, Mohsen Sardari, Ahmad Beirami, Faramarz Fekri
2011 J jnl
Consensus Problem under Diffusion-based Molecular Communication
CoRR
Arash Einolghozati, Mohsen Sardari, Ahmad Beirami, Faramarz Fekri
2011 Misc conf
Consensus problem under diffusion-based molecular communication.
CISS
Arash Einolghozati, Mohsen Sardari, Ahmad Beirami, Faramarz Fekri
2011 J jnl
Exact Modeling of the Performance of Random Linear Network Coding in Finite-buffer Networks
CoRR
Nima Torabkhani, Badri N. Vellambi, Ahmad Beirami, Faramarz Fekri
2011 B conf
Exact modeling of the performance of random linear network coding in finite-buffer networks.
ITW
Nima Torabkhani, Badri N. Vellambi, Ahmad Beirami, Faramarz Fekri
2011 J jnl
On the Network-Wide Gain of Memory-Assisted Source Coding
CoRR
Mohsen Sardari, Ahmad Beirami, Faramarz Fekri
2011 B conf
On the network-wide gain of memory-assisted source coding.
ITW
Mohsen Sardari, Ahmad Beirami, Faramarz Fekri
2011 J jnl
Results on the Redundancy of Universal Compression for Finite-Length Sequences
CoRR
Ahmad Beirami, Faramarz Fekri
2011 B conf
Results on the redundancy of universal compression for finite-length sequences.
ISIT
Ahmad Beirami, Faramarz Fekri
2011 B conf
The Redundancy of Two-Part Codes for Finite-Length Parametric Sources.
DCC
Ahmad Beirami, Faramarz Fekri
2010 — conf
On the finite-length performance of universal coding for k-ary memoryless sources.
Allerton
Ahmad Beirami, Faramarz Fekri