Khisti, Ashish J

15 publications

NeurIPS 2025 Channel Simulation and Distributed Compression with Ensemble Rejection Sampling Buu Phan, Ashish J Khisti

NeurIPS 2025 List-Level Distribution Coupling with Applications to Speculative Decoding and Lossy Compression Joseph Rowan, Buu Phan, Ashish J Khisti

ICLR 2025 Multi-Draft Speculative Sampling: Canonical Decomposition and Theoretical Limits Ashish J Khisti, MohammadReza Ebrahimi, Hassan Dbouk, Arash Behboodi, Roland Memisevic, Christos Louizos

NeurIPS 2025 Robust Federated Finetuning of LLMs via Alternating Optimization of LoRA Shuangyi Chen, Yuanxin Guo, Yue Ju, Hardik Dalal, Zhongwen Zhu, Ashish J Khisti

NeurIPSW 2024 AdaQuantLM: LLM Quantization with Adaptive Bit-Widths Shuangyi Chen, Ashish J Khisti

ICMLW 2024 ImportanceWeighted Multi-Draft Speculative Sampling Ashish J Khisti, Arash Behravesh, Hassan Dbouk, Arash Behboodi, Roland Memisevic, Christos Louizos

NeurIPSW 2024 Perception Loss Function Adaptive to Rate for Learned Video Compression Sadaf Salehkalaibar, Buu Phan, João Atz Dick, Ashish J Khisti, Jun Chen, Wei Yu

ICMLW 2024 Robust Federated Finetuning of Foundation Models via Alternating Minimization of LoRA Shuangyi Chen, Yue Ju, Hardik Dalal, Zhongwen Zhu, Ashish J Khisti

ICMLW 2023 On the Choice of Perception Loss Function for Learned Video Compression Buu Phan, Sadaf Salehkalaibar, Jun Chen, Wei Yu, Ashish J Khisti

ICML 2023 One-Shot Compression of Large Edge-Exchangeable Graphs Using Bits-Back Coding Daniel Severo, James Townsend, Ashish J Khisti, Alireza Makhzani

ICLR 2023 Sequential Gradient Coding for Straggler Mitigation Nikhil Krishnan Muralee Krishnan, MohammadReza Ebrahimi, Ashish J Khisti

ICLR 2022 Lossy Compression with Distribution Shift as Entropy Constrained Optimal Transport Huan Liu, George Zhang, Jun Chen, Ashish J Khisti

ICLRW 2021 Improving Lossless Compression Rates via Monte Carlo Bits-Back Coding Yangjun Ruan, Karen Ullrich, Daniel Severo, James Townsend, Ashish J Khisti, Arnaud Doucet, Alireza Makhzani, Chris J. Maddison

ICLRW 2021 Universal Rate-Distortion-Perception Representations for Lossy Compression George Zhang, Jun Chen, Ashish J Khisti

NeurIPSW 2021 Your Dataset Is a Multiset and You Should Compress It like One Daniel Severo, James Townsend, Ashish J Khisti, Alireza Makhzani, Karen Ullrich