Frederic Sala

139 papers A* 26A 3B 11Misc 4Journal 80Unranked 13
YearRankTypeTitle / Venue / Authors
2026 J jnl
CARE: Confounder-Aware Aggregation for Reliable LLM Evaluation.
CoRR
Jitian Zhao, Changho Shin, Tzu-Heng Huang, Satya Sai Srinath Namburi GNVV, Frederic Sala
2026 J jnl
Expressivity-Efficiency Tradeoffs for Hybrid Sequence Models.
CoRR
John Cooper, Ilias Diakonikolas, Mingchen Ma, Frederic Sala
2026 J jnl
Quantifying Structure in CLIP Embeddings: A Statistical Framework for Concept Interpretation.
Trans. Mach. Learn. Res.
Jitian Zhao, Chenghui Li, Frederic Sala, Karl Rohe
2026 A* conf
RoboCritics: Enabling Reliable End-to-End LLM Robot Programming through Expert-Informed Critics.
HRI
Callie Y. Kim, Nathan Thomas White, Evan He, Frederic Sala, Bilge Mutlu
2026 J jnl
RoboCritics: Enabling Reliable End-to-End LLM Robot Programming through Expert-Informed Critics.
CoRR
Callie Y. Kim, Nathan Thomas White, Evan He, Frederic Sala, Bilge Mutlu
2026 J jnl
RubiCap: Rubric-Guided Reinforcement Learning for Dense Image Captioning.
CoRR
Tzu-Heng Huang, Sirajul Salekin, Javier R. Movellan, Frederic Sala, Manjot Bilkhu
2026 J jnl
SkillOrchestra: Learning to Route Agents via Skill Transfer.
CoRR
Jiayu Wang, Yifei Ming, Zixuan Ke, Shafiq Joty, Aws Albarghouthi, Frederic Sala
2026 J jnl
SlopCodeBench: Benchmarking How Coding Agents Degrade Over Long-Horizon Iterative Tasks.
CoRR
Gabriel Orlanski, Devjeet Roy, Alexander Yun, Changho Shin, Alex Gu, Albert Ge, Dyah Adila, Frederic Sala, Aws Albarghouthi
2026 J jnl
Tabby: A Language Model Architecture for Tabular and Structured Data Synthesis.
Trans. Mach. Learn. Res.
Sonia Cromp, Satya Sai Srinath Namburi GNVV, Mohammed Alkhudhayri, Catherine Cao, Samuel Guo, Nicholas Carl Roberts, Frederic Sala
2026 J jnl
Weight Updates as Activation Shifts: A Principled Framework for Steering.
CoRR
Dyah Adila, John Cooper, Alexander Yun, Avi Trost, Frederic Sala
2025 J jnl
Automating Benchmark Design.
CoRR
Amanda Dsouza, Harit Vishwakarma, Zhengyang Qi, Justin Bauer, Derek Pham, Thomas Walshe, Armin Parchami, Frederic Sala, Paroma Varma
2025 J jnl
Beyond Accuracy: Dissecting Mathematical Reasoning for LLMs Under Reinforcement Learning.
CoRR
Jiayu Wang, Yifei Ming, Zixuan Ke, Caiming Xiong, Shafiq Joty, Aws Albarghouthi, Frederic Sala
2025 J jnl
COSMOS: Predictable and Cost-Effective Adaptation of LLMs.
CoRR
Jiayu Wang, Aws Albarghouthi, Frederic Sala
2025 J jnl
Evaluating Sample Utility for Data Selection by Mimicking Model Weights.
CoRR
Tzu-Heng Huang, Manjot Bilkhu, Frederic Sala, Javier R. Movellan
2025 J jnl
LLM-Integrated Bayesian State Space Models for Multimodal Time-Series Forecasting.
CoRR
Sungjun Cho, Changho Shin, Suenggwan Jo, Xinya Yan, Shourjo Aditya Chaudhuri, Frederic Sala
2025 J jnl
LiveResearchBench: A Live Benchmark for User-Centric Deep Research in the Wild.
CoRR
Jiayu Wang, Yifei Ming, Riya Dulepet, Qinglin Chen, Austin Xu, Zixuan Ke, Frederic Sala, Aws Albarghouthi, Caiming Xiong, Shafiq Joty
2025 — conf
Personalize Your LLM: Fake it then Align it.
NAACL (Findings)
Yijing Zhang, Dyah Adila, Changho Shin, Frederic Sala
2025 J jnl
Personalize Your LLM: Fake it then Align it.
CoRR
Yijing Zhang, Dyah Adila, Changho Shin, Frederic Sala
2025 J jnl
Quantifying Structure in CLIP Embeddings: A Statistical Framework for Concept Interpretation.
CoRR
Jitian Zhao, Chenghui Li, Frederic Sala, Karl Rohe
2025 J jnl
R&B: Domain Regrouping and Data Mixture Balancing for Efficient Foundation Model Training.
CoRR
Albert Ge, Tzu-Heng Huang, John Cooper, Avi Trost, Ziyi Chu, Satya Sai Srinath Namburi GNVV, Ziyang Cai, Kendall Park, Nicholas Carl Roberts, Frederic Sala
2025 J jnl
Reference-Specific Unlearning Metrics Can Hide the Truth: A Reality Check.
CoRR
Sungjun Cho, Dasol Hwang, Frederic Sala, Sangheum Hwang, Kyunghyun Cho, Sungmin Cha
2025 A* conf
Rethinking Confidence Scores and Thresholds in Pseudolabeling-based SSL.
ICML
Harit Vishwakarma, Yi Chen, Satya Sai Srinath Namburi GNVV, Sui Jiet Tay, Ramya Korlakai Vinayak, Frederic Sala
2025 J jnl
Reward Models Enable Scalable Code Verification by Trading Accuracy for Throughput.
CoRR
Gabriel Orlanski, Nicholas Carl Roberts, Aws Albarghouthi, Frederic Sala
2025 J jnl
ScriptoriumWS: A Code Generation Assistant for Weak Supervision.
CoRR
Tzu-Heng Huang, Catherine Cao, Spencer Schoenberg, Harit Vishwakarma, Nicholas Carl Roberts, Frederic Sala
2025 J jnl
Shrinking the Generation-Verification Gap with Weak Verifiers.
CoRR
Jon Saad-Falcon, Estefany Kelly Buchanan, Mayee F. Chen, Tzu-Heng Huang, Brendan McLaughlin, Tanvir Bhathal, Shang Zhu, Ben Athiwaratkun, Frederic Sala, Scott W. Linderman, Azalia Mirhoseini, Christopher Ré
2025 J jnl
Stronger Than You Think: Benchmarking Weak Supervision on Realistic Tasks.
CoRR
Tianyi Zhang, Linrong Cai, Jeffrey Li, Nicholas Roberts, Neel Guha, Jinoh Lee, Frederic Sala
2025 J jnl
TARDIS: Mitigating Temporal Misalignment via Representation Steering.
CoRR
Changho Shin, Xinya Yan, Suenggwan Jo, Sungjun Cho, Shourjo Aditya Chaudhuri, Frederic Sala
2025 J jnl
Tabby: Tabular Data Synthesis with Language Models.
CoRR
Sonia Cromp, Satya Sai Srinath Namburi GNVV, Mohammed Alkhudhayri, Catherine Cao, Samuel Guo, Nicholas Carl Roberts, Frederic Sala
2025 J jnl
Test-time Scaling Techniques in Theoretical Physics - A Comparison of Methods on the TPBench Dataset.
CoRR
Zhiqi Gao, Tianyi Li, Yurii Kvasiuk, Sai Chaitanya Tadepalli, Maja Rudolph, Daniel J. H. Chung, Frederic Sala, Moritz Münchmeyer
2025 J jnl
Theoretical Physics Benchmark (TPBench) - a Dataset and Study of AI Reasoning Capabilities in Theoretical Physics.
CoRR
Daniel J. H. Chung, Zhiqi Gao, Yurii Kvasiuk, Tianyi Li, Moritz Münchmeyer, Maja Rudolph, Frederic Sala, Sai Chaitanya Tadepalli
2025 J jnl
Theoretical physics benchmark (TPBench) - a dataset and study of AI reasoning capabilities in theoretical physics.
Mach. Learn. Sci. Technol.
Daniel J. H. Chung, Zhiqi Gao, Yurii Kvasiuk, Tianyi Li, Moritz Münchmeyer, Maja Rudolph, Frederic Sala, Sai Chaitanya Tadepalli
2025 J jnl
Time To Impeach LLM-as-a-Judge: Programs are the Future of Evaluation.
CoRR
Tzu-Heng Huang, Harit Vishwakarma, Frederic Sala
2025 A* conf
Weak-to-Strong Generalization Through the Data-Centric Lens.
ICLR
Changho Shin, John Cooper, Frederic Sala
2024 — conf
Domain Generalization via Nuclear Norm Regularization.
CPAL
Zhenmei Shi, Yifei Ming, Ying Fan, Frederic Sala, Yingyu Liang
2024 J jnl
Evaluating Language Model Context Windows: A "Working Memory" Test and Inference-time Correction.
CoRR
Amanda Dsouza, Christopher Glaze, Changho Shin, Frederic Sala
2024 J jnl
Is Free Self-Alignment Possible?
CoRR
Dyah Adila, Changho Shin, Yijing Zhang, Frederic Sala
2024 — conf
Look Who's Talking Now: Covert Channels From Biased LLMs.
EMNLP (Findings)
Daniel Silva, Frederic Sala, Ryan Gabrys
2024 J jnl
MoRe Fine-Tuning with 10x Fewer Parameters.
CoRR
Wenxuan Tan, Nicholas Carl Roberts, Tzu-Heng Huang, Jitian Zhao, John Cooper, Samuel Guo, Chengyu Duan, Frederic Sala
2024 J jnl
Multimodal Data Curation via Object Detection and Filter Ensembles.
CoRR
Tzu-Heng Huang, Changho Shin, Sui Jiet Tay, Dyah Adila, Frederic Sala
2024 A* conf
OTTER: Effortless Label Distribution Adaptation of Zero-shot Models.
NeurIPS
Changho Shin, Jitian Zhao, Sonia Cromp, Harit Vishwakarma, Frederic Sala
2024 J jnl
OTTER: Improving Zero-Shot Classification via Optimal Transport.
CoRR
Changho Shin, Jitian Zhao, Sonia Cromp, Harit Vishwakarma, Frederic Sala
2024 A* conf
Pearls from Pebbles: Improved Confidence Functions for Auto-labeling.
NeurIPS
Harit Vishwakarma, Yi Chen, Sui Jiet Tay, Satya Sai Srinath Namburi, Frederic Sala, Ramya Korlakai Vinayak
2024 J jnl
Pearls from Pebbles: Improved Confidence Functions for Auto-labeling.
CoRR
Harit Vishwakarma, Reid Chen, Sui Jiet Tay, Satya Sai Srinath Namburi, Frederic Sala, Ramya Korlakai Vinayak
2024 J jnl
Pretrained Hybrids with MAD Skills.
CoRR
Nicholas Roberts, Samuel Guo, Zhiqi Gao, Satya Sai Srinath Namburi, Sonia Cromp, Chengjun Wu, Chengyu Duan, Frederic Sala
2024 J jnl
Product Manifold Representations for Learning on Biological Pathways.
CoRR
Daniel McNeela, Frederic Sala, Anthony Gitter
2024 A* conf
Stronger Than You Think: Benchmarking Weak Supervision on Realistic Tasks.
NeurIPS
Tianyi Zhang, Linrong Cai, Jeffrey Li, Nicholas Roberts, Neel Guha, Frederic Sala
2024 J jnl
The ALCHEmist: Automated Labeling 500x CHEaper Than LLM Data Annotators.
CoRR
Tzu-Heng Huang, Catherine Cao, Vaishnavi Bhargava, Frederic Sala
2024 A* conf
The ALCHEmist: Automated Labeling 500x CHEaper than LLM Data Annotators.
NeurIPS
Tzu-Heng Huang, Catherine Cao, Vaishnavi Bhargava, Frederic Sala
2024 J jnl
Weak-to-Strong Generalization Through the Data-Centric Lens.
CoRR
Changho Shin, John Cooper, Frederic Sala
2024 A* conf
Zero-Shot Robustification of Zero-Shot Models.
ICLR
Dyah Adila, Changho Shin, Linrong Cai, Frederic Sala
2023 J jnl
Domain Generalization via Nuclear Norm Regularization.
CoRR
Zhenmei Shi, Yifei Ming, Ying Fan, Frederic Sala, Yingyu Liang
2023 A* conf
Embroid: Unsupervised Prediction Smoothing Can Improve Few-Shot Classification.
NeurIPS
Neel Guha, Mayee F. Chen, Kush Bhatia, Azalia Mirhoseini, Frederic Sala, Christopher Ré
2023 J jnl
Embroid: Unsupervised Prediction Smoothing Can Improve Few-Shot Classification.
CoRR
Neel Guha, Mayee F. Chen, Kush Bhatia, Azalia Mirhoseini, Frederic Sala, Christopher Ré
2023 A* conf
Generative Modeling Helps Weak Supervision (and Vice Versa).
ICLR
Benedikt Boecking, Nicholas Carl Roberts, Willie Neiswanger, Stefano Ermon, Frederic Sala, Artur Dubrawski
2023 A* conf
Geometry-Aware Adaptation for Pretrained Models.
NeurIPS
Nicholas Carl Roberts, Xintong Li, Dyah Adila, Sonia Cromp, Tzu-Heng Huang, Jitian Zhao, Frederic Sala
2023 J jnl
Geometry-Aware Adaptation for Pretrained Models.
CoRR
Nicholas Carl Roberts, Xintong Li, Dyah Adila, Sonia Cromp, Tzu-Heng Huang, Jitian Zhao, Frederic Sala
2023 A* conf
Mitigating Source Bias for Fairer Weak Supervision.
NeurIPS
Changho Shin, Sonia Cromp, Dyah Adila, Frederic Sala
2023 J jnl
Mitigating Source Bias for Fairer Weak Supervision.
CoRR
Changho Shin, Sonia Cromp, Dyah Adila, Frederic Sala
2023 A* conf
Promises and Pitfalls of Threshold-based Auto-labeling.
NeurIPS
Harit Vishwakarma, Heguang Lin, Frederic Sala, Ramya Korlakai Vinayak
2023 J jnl
Skill-it! A Data-Driven Skills Framework for Understanding and Training Language Models.
CoRR
Mayee F. Chen, Nicholas Roberts, Kush Bhatia, Jue Wang, Ce Zhang, Frederic Sala, Christopher Ré
2023 A* conf
Skill-it! A data-driven skills framework for understanding and training language models.
NeurIPS
Mayee F. Chen, Nicholas Roberts, Kush Bhatia, Jue Wang, Ce Zhang, Frederic Sala, Christopher Ré
2023 — conf
The Cost of Compression: Investigating the Impact of Compression on Parametric Knowledge in Language Models.
EMNLP (Findings)
Satya Sai Srinath Namburi, Makesh Sreedhar, Srinath Srinivasan, Frederic Sala
2023 J jnl
The Cost of Compression: Investigating the Impact of Compression on Parametric Knowledge in Language Models.
CoRR
Satya Sai Srinath Namburi, Makesh Sreedhar, Srinath Srinivasan, Frederic Sala
2023 — conf
The Credential is Not Enough: Deception with Honeypots and Fake Credentials.
GameSec
Sonia Cromp, Mark Bilinski, Ryan Gabrys, Frederic Sala
2023 A* conf
Train 'n Trade: Foundations of Parameter Markets.
NeurIPS
Tzu-Heng Huang, Harit Vishwakarma, Frederic Sala
2023 J jnl
Train 'n Trade: Foundations of Parameter Markets.
CoRR
Tzu-Heng Huang, Harit Vishwakarma, Frederic Sala
2023 J jnl
Zero-Shot Robustification of Zero-Shot Models With Foundation Models.
CoRR
Dyah Adila, Changho Shin, Linrong Cai, Frederic Sala
2022 J jnl
Ask Me Anything: A simple strategy for prompting language models.
CoRR
Simran Arora, Avanika Narayan, Mayee F. Chen, Laurel J. Orr, Neel Guha, Kush Bhatia, Ines Chami, Frederic Sala, Christopher Ré
2022 J jnl
AutoML for Climate Change: A Call to Action.
CoRR
Renbo Tu, Nicholas Roberts, Vishak Prasad, Sibasis Nayak, Paarth Jain, Frederic Sala, Ganesh Ramakrishnan, Ameet Talwalkar, Willie Neiswanger, Colin White
2022 A* conf
AutoWS-Bench-101: Benchmarking Automated Weak Supervision with 100 Labels.
NeurIPS
Nicholas Carl Roberts, Xintong Li, Tzu-Heng Huang, Dyah Adila, Spencer Schoenberg, Cheng-Yu Liu, Lauren Pick, Haotian Ma, Aws Albarghouthi, Frederic Sala
2022 J jnl
AutoWS-Bench-101: Benchmarking Automated Weak Supervision with 100 Labels.
CoRR
Nicholas Carl Roberts, Xintong Li, Tzu-Heng Huang, Dyah Adila, Spencer Schoenberg, Cheng-Yu Liu, Lauren Pick, Haotian Ma, Aws Albarghouthi, Frederic Sala
2022 — conf
Efficient Representation Learning for Higher-Order Data With Simplicial Complexes.
LoG
Ruochen Yang, Frederic Sala, Paul Bogdan
2022 J jnl
Generative Modeling Helps Weak Supervision (and Vice Versa).
CoRR
Benedikt Boecking, Willie Neiswanger, Nicholas Carl Roberts, Stefano Ermon, Frederic Sala, Artur Dubrawski
2022 J jnl
Good Data from Bad Models : Foundations of Threshold-based Auto-labeling.
CoRR
Harit Vishwakarma, Heguang Lin, Frederic Sala, Ramya Korlakai Vinayak
2022 A* conf
Lifting Weak Supervision To Structured Prediction.
NeurIPS
Harit Vishwakarma, Frederic Sala
2022 J jnl
Lifting Weak Supervision To Structured Prediction.
CoRR
Harit Vishwakarma, Nicholas Roberts, Frederic Sala
2022 A* conf
NAS-Bench-360: Benchmarking Neural Architecture Search on Diverse Tasks.
NeurIPS
Renbo Tu, Nicholas Roberts, Mikhail Khodak, Junhong Shen, Frederic Sala, Ameet Talwalkar
2022 J jnl
Resonant Anomaly Detection with Multiple Reference Datasets.
CoRR
Mayee F. Chen, Benjamin Nachman, Frederic Sala
2022 J jnl
Shoring Up the Foundations: Fusing Model Embeddings and Weak Supervision.
CoRR
Mayee F. Chen, Daniel Y. Fu, Dyah Adila, Michael Zhang, Frederic Sala, Kayvon Fatahalian, Christopher Ré
2022 A conf
Shoring up the foundations: fusing model embeddings and weak supervision.
UAI
Mayee F. Chen, Daniel Y. Fu, Dyah Adila, Michael Zhang, Frederic Sala, Kayvon Fatahalian, Christopher Ré
2022 A* conf
Universalizing Weak Supervision.
ICLR
Changho Shin, Winfred Li, Harit Vishwakarma, Nicholas Carl Roberts, Frederic Sala
2021 — conf
AutoML Decathlon: Diverse Tasks, Modern Methods, and Efficiency at Scale.
NeurIPS (Competition and Demos)
Nicholas Roberts, Samuel Guo, Cong Xu, Ameet Talwalkar, David Lander, Lvfang Tao, Linhang Cai, Shuaicheng Niu, Jianyu Heng, Hongyang Qin, Minwen Deng, Johannes Hog, Alexander Pfefferle, Sushil Ammanaghatta Shivakumar, Arjun Krishnakumar, Yubo Wang, Rhea Sanjay Sukthanker, Frank Hutter, Euxhen Hasanaj, Tien-Dung Le, Mikhail Khodak, Yuriy Nevmyvaka, Kashif Rasul, Frederic Sala, Anderson Schneider, Junhong Shen, Evan Randall Sparks
2021 A conf
Comparing the Value of Labeled and Unlabeled Data in Method-of-Moments Latent Variable Estimation.
AISTATS
Mayee F. Chen, Benjamin Cohen-Wang, Stephen Mussmann, Frederic Sala, Christopher Ré
2021 J jnl
Comparing the Value of Labeled and Unlabeled Data in Method-of-Moments Latent Variable Estimation.
CoRR
Mayee F. Chen, Benjamin Cohen-Wang, Stephen Mussmann, Frederic Sala, Christopher Ré
2021 A* conf
Cut out the annotator, keep the cutout: better segmentation with weak supervision.
ICLR
Sarah M. Hooper, Michael Wornow, Ying Hang Seah, Peter Kellman, Hui Xue, Frederic Sala, Curtis P. Langlotz, Christopher Ré
2021 J jnl
Universalizing Weak Supervision.
CoRR
Changho Shin, Winfred Li, Harit Vishwakarma, Nicholas Carl Roberts, Frederic Sala
2020 A* conf
Fast and Three-rious: Speeding Up Weak Supervision with Triplet Methods.
ICML
Daniel Y. Fu, Mayee F. Chen, Frederic Sala, Sarah M. Hooper, Kayvon Fatahalian, Christopher Ré
2020 J jnl
Fast and Three-rious: Speeding Up Weak Supervision with Triplet Methods.
CoRR
Daniel Y. Fu, Mayee F. Chen, Frederic Sala, Sarah M. Hooper, Kayvon Fatahalian, Christopher Ré
2020 A conf
Ivy: Instrumental Variable Synthesis for Causal Inference.
AISTATS
Zhaobin Kuang, Frederic Sala, Nimit Sharad Sohoni, Sen Wu, Aldo Córdova-Palomera, Jared Dunnmon, James Priest, Christopher Ré
2020 J jnl
Ivy: Instrumental Variable Synthesis for Causal Inference.
CoRR
Zhaobin Kuang, Frederic Sala, Nimit Sharad Sohoni, Sen Wu, Aldo Córdova-Palomera, Jared Dunnmon, James Priest, Christopher Ré
2020 A* conf
Low-Dimensional Hyperbolic Knowledge Graph Embeddings.
ACL
Ines Chami, Adva Wolf, Da-Cheng Juan, Frederic Sala, Sujith Ravi, Christopher Ré
2020 J jnl
Low-Dimensional Hyperbolic Knowledge Graph Embeddings.
CoRR
Ines Chami, Adva Wolf, Da-Cheng Juan, Frederic Sala, Sujith Ravi, Christopher Ré
2020 J jnl
Train and You'll Miss It: Interactive Model Iteration with Weak Supervision and Pre-Trained Embeddings.
CoRR
Mayee F. Chen, Daniel Y. Fu, Frederic Sala, Sen Wu, Ravi Teja Mullapudi, Fait Poms, Kayvon Fatahalian, Christopher Ré
2019 J jnl
Codes Correcting Two Deletions.
IEEE Trans. Inf. Theory
Ryan Gabrys, Frederic Sala
2019 J jnl
Context-Aware Resiliency: Unequal Message Protection for Random-Access Memories.
IEEE Trans. Inf. Theory
Clayton Schoeny, Frederic Sala, Mark Gottscho, Irina Alam, Puneet Gupta, Lara Dolecek
2019 A* conf
Learning Dependency Structures for Weak Supervision Models.
ICML
Paroma Varma, Frederic Sala, Ann He, Alexander Ratner, Christopher Ré
2019 J jnl
Learning Dependency Structures for Weak Supervision Models.
CoRR
Paroma Varma, Frederic Sala, Ann He, Alexander Ratner, Christopher Ré
2019 — conf
Learning Mixed-Curvature Representations in Product Spaces.
ICLR (Poster)
Albert Gu, Frederic Sala, Beliz Gunel, Christopher Ré
2019 A* conf
Multi-Resolution Weak Supervision for Sequential Data.
NeurIPS
Paroma Varma, Frederic Sala, Shiori Sagawa, Jason Alan Fries, Daniel Y. Fu, Saelig Khattar, Ashwini Ramamoorthy, Ke Xiao, Kayvon Fatahalian, James Priest, Christopher Ré
2019 J jnl
Multi-Resolution Weak Supervision for Sequential Data.
CoRR
Frederic Sala, Paroma Varma, Jason A. Fries, Daniel Y. Fu, Shiori Sagawa, Saelig Khattar, Ashwini Ramamoorthy, Ke Xiao, Kayvon Fatahalian, James Priest, Christopher Ré
2019 A* conf
Training Complex Models with Multi-Task Weak Supervision.
AAAI
Alexander Ratner, Braden Hancock, Jared Dunnmon, Frederic Sala, Shreyash Pandey, Christopher Ré
2018 B conf
Codes Correcting Two Deletions.
ISIT
Ryan Gabrys, Frederic Sala
2018 A* conf
Representation Tradeoffs for Hyperbolic Embeddings.
ICML
Frederic Sala, Christopher De Sa, Albert Gu, Christopher Ré
2018 J jnl
Representation Tradeoffs for Hyperbolic Embeddings.
CoRR
Christopher De Sa, Albert Gu, Christopher Ré, Frederic Sala
2018 J jnl
Signal Processing and Coding Techniques for 2-D Magnetic Recording: An Overview.
Proc. IEEE
Shayan Srinivasa Garani, Lara Dolecek, John Barry, Frederic Sala, Bane Vasic
2018 J jnl
Training Complex Models with Multi-Task Weak Supervision.
CoRR
Alexander Ratner, Braden Hancock, Jared Dunnmon, Frederic Sala, Shreyash Pandey, Christopher Ré
2017 — conf
Coded machine learning: Joint informed replication and learning for linear regression.
Allerton
Shahroze Kabir, Frederic Sala, Guy Van den Broeck, Lara Dolecek
2017 J jnl
Codes Correcting Two Deletions.
CoRR
Ryan Gabrys, Frederic Sala
2017 B conf
Context-aware resiliency: Unequal message protection for random-access memories.
ITW
Clayton Schoeny, Frederic Sala, Mark Gottscho, Irina Alam, Puneet Gupta, Lara Dolecek
2017 J jnl
Don't Fear the Bit Flips: Optimized Coding Strategies for Binary Classification.
CoRR
Frederic Sala, Shahroze Kabir, Guy Van den Broeck, Lara Dolecek
2017 J jnl
Exact Reconstruction From Insertions in Synchronization Codes.
IEEE Trans. Inf. Theory
Frederic Sala, Ryan Gabrys, Clayton Schoeny, Lara Dolecek
2017 Misc conf
Novel combinatorial coding results for DNA sequencing and data storage.
ACSSC
Clayton Schoeny, Frederic Sala, Lara Dolecek
2017 J jnl
On Nonuniform Noisy Decoding for LDPC Codes With Application to Radiation-Induced Errors.
IEEE Trans. Commun.
Frederic Sala, Clayton Schoeny, Shahroze Kabir, Dariush Divsalar, Lara Dolecek
2016 — conf
A Unified Framework for Error Correction in On-chip Memories.
DSN Workshops
Frederic Sala, Henry Duwe, Lara Dolecek, Rakesh Kumar
2016 — ch.
Advanced Algebraic and Graph-Based ECC Schemes for Modern NVMs.
3D Flash Memories
Frederic Sala, Clayton Schoeny, Lara Dolecek
2016 — —
Algorithms and Coding Techniques for Reliable Data Management and Storage.
Frederic Sala
2016 J jnl
Channel Coding Methods for Non-Volatile Memories.
Found. Trends Commun. Inf. Theory
Lara Dolecek, Frederic Sala
2016 J jnl
Codes Correcting Erasures and Deletions for Rank Modulation.
IEEE Trans. Inf. Theory
Ryan Gabrys, Eitan Yaakobi, Farzad Farnoud, Frederic Sala, Jehoshua Bruck, Lara Dolecek
2016 J jnl
Exact Reconstruction from Insertions in Synchronization Codes.
CoRR
Frederic Sala, Ryan Gabrys, Clayton Schoeny, Lara Dolecek
2016 B conf
Exact sequence reconstruction for insertion-correcting codes.
ISIT
Frederic Sala, Ryan Gabrys, Clayton Schoeny, Kayvon Mazooji, Lara Dolecek
2016 Misc conf
Flash memories in high radiation environments: LDPC decoder study.
ACSSC
Frederic Sala, Clayton Schoeny, Shahroze Kabir, Dariush Divsalar, Lara Dolecek
2016 — conf
Robust channel coding strategies for machine learning data.
Allerton
Kayvon Mazooji, Frederic Sala, Guy Van den Broeck, Lara Dolecek
2016 J jnl
Synchronizing Files From a Large Number of Insertions and Deletions.
IEEE Trans. Commun.
Frederic Sala, Clayton Schoeny, Nicolas Bitouze, Lara Dolecek
2015 B conf
Analysis and coding schemes for the flash normal-laplace mixture channel.
ISIT
Clayton Schoeny, Frederic Sala, Lara Dolecek
2015 Misc conf
Asymmetric ECCs for Flash in high-radiation environments.
ACSSC
Frederic Sala, Clayton Schoeny, Dariush Divsalar, Lara Dolecek
2015 B conf
Asymmetric error-correcting codes for Flash memories in high-radiation environments.
ISIT
Frederic Sala, Clayton Schoeny, Dariush Divsalar, Lara Dolecek
2015 J jnl
Error Control Schemes for Modern Flash Memories: Solutions for Flash deficiencies.
IEEE Consumer Electron. Mag.
Frederic Sala, Kees A. Schouhamer Immink, Lara Dolecek
2015 J jnl
NSF expedition on variability-aware software: Recent results and contributions.
it Inf. Technol.
Lucas Francisco Wanner, Liangzhen Lai, Abbas Rahimi, Mark Gottscho, Pietro Mercati, Chu-Hsiang Huang, Frederic Sala, Yuvraj Agarwal, Lara Dolecek, Nikil D. Dutt, Puneet Gupta, Rajesh K. Gupta, Ranjit Jhala, Rakesh Kumar, Sorin Lerner, Subhasish Mitra, Alexandru Nicolau, Tajana Simunic Rosing, Mani B. Srivastava, Steven Swanson, Dennis Sylvester, Yuanyuan Zhou
2015 B conf
Three novel combinatorial theorems for the insertion/deletion channel.
ISIT
Frederic Sala, Ryan Gabrys, Clayton Schoeny, Lara Dolecek
2014 J jnl
Coding for Unreliable Flash Memory Cells.
IEEE Commun. Lett.
Ryan Gabrys, Frederic Sala, Lara Dolecek
2014 B conf
Deletions in multipermutations.
ISIT
Frederic Sala, Ryan Gabrys, Lara Dolecek
2014 Misc conf
Efficient file synchronization: Extensions and simulations.
ACSSC
Clayton Schoeny, Nicolas Bitouze, Frederic Sala, Lara Dolecek
2014 B conf
Gilbert-Varshamov-like lower bounds for deletion-correcting codes.
ITW
Frederic Sala, Ryan Gabrys, Lara Dolecek
2014 B conf
Single-deletion-correcting codes over permutations.
ISIT
Ryan Gabrys, Eitan Yaakobi, Farzad Farnoud, Frederic Sala, Jehoshua Bruck, Lara Dolecek
2013 — conf
A practical framework for efficient file synchronization.
Allerton
Nicolas Bitouze, Frederic Sala, S. M. Sadegh Tabatabaei Yazdi, Lara Dolecek
2013 B conf
Constrained rank modulation schemes.
ITW
Frederic Sala, Lara Dolecek
2013 B conf
Counting sequences obtained from the synchronization channel.
ISIT
Frederic Sala, Lara Dolecek
2013 J jnl
Dynamic Threshold Schemes for Multi-Level Non-Volatile Memories.
IEEE Trans. Commun.
Frederic Sala, Ryan Gabrys, Lara Dolecek
2012 — conf
Dynamic threshold schemes for multi-level non-volatile memories.
ACSCC
Frederic Sala, Ryan Gabrys, Lara Dolecek