Publication Provably Robust DPO: Aligning Language Models with Noisy Feedback Sayak Ray Chowdhury, Anush Kini, Nagarajan Natarajan ICML 2024 | May 2024
Publication VIDUR: A Large-Scale Simulation Framework for LLM Inference Amey Agrawal, Nitin Kedia, Jayashree Mohan, Ashish Panwar, Nipun Kwatra, Bhargav S. Gulavani, Ramachandran Ramjee, Alexey Tumanov MLSys | May 2024 Github Project
Publication PARIKSHA: A Scalable, Democratic, Transparent Evaluation Platform for Assessing Indic Large Language Models Ishaan Watts, Varun Gumma, Aditya Yadavalli, Vivek Seshadri, Swami Manohar, Sunayana Sitaram May 2024 Video Project
Publication Differentially Private Reward Estimation with Preference Feedback Sayak Ray Chowdhury, Xingyu Zhou, Nagarajan Natarajan AISTATS | May 2024
Publication Just-In-Time Checkpointing: Low Cost Error Recovery from Deep Learning Training Failures Tanmaey Gupta, Sanjeev Krishnan, Rituraj Kumar, Abhishek Vijeev, Bhargav Gulavani, Nipun Kwatra, Ramachandran Ramjee, Muthian Sivathanu 2024 European Conference on Computer Systems | April 2024 Project
Publication Enhancing Tail Performance in Extreme Classifiers by Label Variance Reduction Anirudh Buvanesh, Rahul Chand, Jatin Prakash, Bhawna Paliwal, Mudit Dhawan, Neelabh Madan, Deepesh Hada, Vidit Jain, Sonu Mehta, Yashoteja Prabhu, Manish Gupta, Ramachandran Ramjee, Manik Varma (manik) ICLR 2024 | April 2024 Project
Publication Generalized Linear Bandits with Limited Adaptivity Ayush Sawarni, Nirjhar Das, Siddharth Barman, Gaurav Sinha NeurIPS 2024 | April 2024
Publication Enabling Memory Safety of C Programs using LLMs Nausheen Mohammed, Akash Lal, Aseem Rastogi, Subhajit Roy, Rahul Sharma 2404.01096 | April 2024 Published by arxiv
Publication OPPerTune: Post-Deployment Configuration Tuning of Services Made Easy Gagan Somashekar, Karan Tandon, Anush Kini, Chieh-Chun Chang, Petr Husak, Ranjita Bhagwan, Mayukh Das, Anshul Gandhi, Nagarajan Natarajan NSDI 2024 | April 2024 Github Project Project
Publication Taming Throughput-Latency Tradeoff in LLM Inference with Sarathi-Serve Amey Agrawal, Nitin Kedia, Ashish Panwar, Jayashree Mohan, Nipun Kwatra, Bhargav Gulavani, Alexey Tumanov, Ramachandran Ramjee OSDI ’24 | March 2024 Github Project
