Prakhar Ganesh

31 papers A* 1A 2Journal 21Unranked 7

Year	Rank	Type	Title / Venue / Authors
2026	A*	`conf`	From Decisions to Multiplicity: Frameworks, Theories, and Applications. AAAI Prakhar Ganesh
2026	—	`conf`	Rethinking Hallucinations: Correctness, Consistency, and Prompt Multiplicity. EACL (Volume 1: Long Papers) Prakhar Ganesh, Reza Shokri, Golnoosh Farnadi
2026	J	`jnl`	Rethinking Hallucinations: Correctness, Consistency, and Prompt Multiplicity. CoRR Prakhar Ganesh, Reza Shokri, Golnoosh Farnadi
2026	—	`conf`	Say It Another Way: Auditing LLMs with a User-Grounded Automated Paraphrasing Framework. EACL (Volume 1: Long Papers) Cléa Chataigner, Rebecca Ma, Prakhar Ganesh, Yuhao Chen, Afaf Taïk, Elliot Creager, Golnoosh Farnadi
2025	J	`jnl`	Data as a Lever: A Neighbouring Datasets Perspective on Predictive Multiplicity. CoRR Prakhar Ganesh, Hsiang Hsu, Golnoosh Farnadi
2025	J	`jnl`	Say It Another Way: Auditing LLMs with a User-Grounded Automated Paraphrasing Framework. CoRR Cléa Chataigner, Rebecca Ma, Prakhar Ganesh, Afaf Taïk, Elliot Creager, Golnoosh Farnadi
2025	J	`jnl`	SoK: Data Minimization in Machine Learning. CoRR Robin Staab, Nikola Jovanovic, Kimberly Mai, Prakhar Ganesh, Martin T. Vechev, Ferdinando Fioretto, Matthew Jagielski
2025	J	`jnl`	The Curious Case of Arbitrariness in Machine Learning. CoRR Prakhar Ganesh, Afaf Taïk, Golnoosh Farnadi
2025	—	`conf`	The Data Minimization Principle in Machine Learning. FAccT Prakhar Ganesh, Cuong Tran, Reza Shokri, Ferdinando Fioretto
2025	J	`jnl`	Towards More Realistic Extraction Attacks: An Adversarial Perspective. Trans. Assoc. Comput. Linguistics Yash More, Prakhar Ganesh, Golnoosh Farnadi
2024	A	`conf`	An Empirical Investigation into Benchmarking Model Multiplicity for Trustworthy Machine Learning: A Case Study on Image Classification. WACV Prakhar Ganesh
2024	—	`conf`	Different Horses for Different Courses: Comparing Bias Mitigation Algorithms in ML. AFME Prakhar Ganesh, Usman Gohar, Lu Cheng, Golnoosh Farnadi
2024	J	`jnl`	Different Horses for Different Courses: Comparing Bias Mitigation Algorithms in ML. CoRR Prakhar Ganesh, Usman Gohar, Lu Cheng, Golnoosh Farnadi
2024	—	`conf`	Model Multiplicity for Responsible AI. AIES (2) Prakhar Ganesh
2024	J	`jnl`	The Data Minimization Principle in Machine Learning. CoRR Prakhar Ganesh, Cuong Tran, Reza Shokri, Ferdinando Fioretto
2024	J	`jnl`	Towards More Realistic Extraction Attacks: An Adversarial Perspective. CoRR Yash More, Prakhar Ganesh, Golnoosh Farnadi
2023	J	`jnl`	An Empirical Investigation into Benchmarking Model Multiplicity for Trustworthy Machine Learning: A Case Study on Image Classification. CoRR Prakhar Ganesh
2023	—	`conf`	On The Impact of Machine Learning Randomness on Group Fairness. FAccT Prakhar Ganesh, Hongyan Chang, Martin Strobel, Reza Shokri
2023	J	`jnl`	On The Impact of Machine Learning Randomness on Group Fairness. CoRR Prakhar Ganesh, Hongyan Chang, Martin Strobel, Reza Shokri
2022	—	`conf`	HiKonv: High Throughput Quantized Convolution With Novel Bit-wise Management and Computation. ASP-DAC Xinheng Liu, Yao Chen, Prakhar Ganesh, Junhao Pan, Jinjun Xiong, Deming Chen
2022	A	`conf`	YOLO-ReT: Towards High Accuracy Real-time Object Detection on Edge GPUs. WACV Prakhar Ganesh, Yao Chen, Yin Yang, Deming Chen, Marianne Winslett
2021	J	`jnl`	Compressing Large-Scale Transformer-Based Models: A Case Study on BERT. Trans. Assoc. Comput. Linguistics Prakhar Ganesh, Yao Chen, Xin Lou, Mohammad Ali Khan, Yin Yang, Hassan Sajjad, Preslav Nakov, Deming Chen, Marianne Winslett
2021	J	`jnl`	Free Lunch for Co-Saliency Detection: Context Adjustment. CoRR Lingdong Kong, Prakhar Ganesh, Tan Wang, Junhao Liu, Yao Chen, Le Zhang
2021	J	`jnl`	HiKonv: High Throughput Quantized Convolution With Novel Bit-wise Management and Computation. CoRR Xinheng Liu, Yao Chen, Prakhar Ganesh, Junhao Pan, Jinjun Xiong, Deming Chen
2021	J	`jnl`	Learning-Based Simultaneous Detection and Characterization of Time Delay Attack in Cyber-Physical Systems. IEEE Trans. Smart Grid Prakhar Ganesh, Xin Lou, Yao Chen, Rui Tan, David K. Y. Yau, Deming Chen, Marianne Winslett
2021	J	`jnl`	YOLO-ReT: Towards High Accuracy Real-time Object Detection on Edge GPUs. CoRR Prakhar Ganesh, Yao Chen, Yin Yang, Deming Chen, Marianne Winslett
2020	J	`jnl`	Assessing and Mitigating Impact of Time Delay Attack: Case Studies for Power Grid Controls. IEEE J. Sel. Areas Commun. Xin Lou, Cuong Tran, Rui Tan, David K. Y. Yau, Zbigniew T. Kalbarczyk, Ambarish Kumar Banerjee, Prakhar Ganesh
2020	J	`jnl`	Compressing Large-Scale Transformer-Based Models: A Case Study on BERT. CoRR Prakhar Ganesh, Yao Chen, Xin Lou, Mohammad Ali Khan, Yin Yang, Deming Chen, Marianne Winslett, Hassan Sajjad, Preslav Nakov
2019	J	`jnl`	Abstractive Summarization of Spoken and Written Conversation. CoRR Prakhar Ganesh, Saket Dingliwal
2019	J	`jnl`	Literature Survey on Finding Influential Communities in Large Scale Networks. CoRR Prakhar Ganesh, Saket Dingliwal, Rahul Agarwal
2018	J	`jnl`	Deep Reinforcement Learning in High Frequency Trading. CoRR Prakhar Ganesh, Puneet Rakheja