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 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 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 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
Publication TRUCE: Private Benchmarking to Prevent Contamination and Improve Comparative Evaluation of LLMs Nishanth Chandran, Sunayana Sitaram, Divya Gupta, Rahul Sharma, Kashish Mittal, Swami Manohar February 2024 Github
Publication DOSA: A Dataset of Social Artifacts from Different Indian Geographical Subcultures Agrima Seth, Sanchit Ahuja, Kalika Bali, Sunayana Sitaram February 2024 Github
Publication Understanding the Training Speedup from Sampling with Approximate Losses Rudrajit Das, Xi Chen, Bertram Ieong, Parikshit Bansal, Sujay Sanghavi ICML 2024 | February 2024
Publication CultureLLM: Incorporating Cultural Differences into Large Language Models Cheng Li, Mengzhou Chen, Jindong Wang, Sunayana Sitaram, Xing Xie NeurIPS 2024 | February 2024
