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 Provably Robust DPO: Aligning Language Models with Noisy Feedback Sayak Ray Chowdhury, Anush Kini, Nagarajan Natarajan ICML 2024 | May 2024
Publication Akal Badi ya Bias: An Exploratory Study of Gender Bias in Hindi Language Technology Rishav Hada, Safiya Husain, Varun Gumma, Harshita Diddee, Aditya Yadavalli, Agrima Seth, Nidhi Kulkarni, Ujwal Gadiraju, Aditya Vashistha, Vivek Seshadri, Kalika Bali FAccT 2024 | May 2024
Publication “Fifty Shades of Bias”: Normative Ratings of Gender Bias in GPT Generated English Text Rishav Hada, Agrima Seth, Harshita Diddee, Kalika Bali 2020 ACM/IEEE 47th Annual International Symposium on Computer Architecture (ISCA) | October 2023, pp. 1862-1876 Github
Publication MS MARCO Web Search: A Large-scale Information-rich Web Dataset with Millions of Real Click Labels Qi Chen, Xiubo Geng, Corby Rosset, Carolyn Buractaon, Jingwen Lu, Tao Shen, Kun Zhou, Chenyan Xiong, Yeyun Gong, Paul Bennett, Nick Craswell, Xing Xie, Fan Yang, Bryan Tower, Zheng Liu, Mingqin Li, Chuanjie Liu, Jason (Zengzhong) Li, Rangan Majumder, Jennifer Neville, Harsha Simhadri, Manik Varma, Yujing Wang, Linjun Yang, Mao Yang, Ce Zhang 2024 The Web Conference | May 2024 Access
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 vAttention: Dynamic Memory Management for Serving LLMs without PagedAttention Ramya Prabhu, Ajay Nayak, Jayashree Mohan, Ramachandran Ramjee, Ashish Panwar Architectural Support for Programming Languages and Operating Systems (ASPLOS) 2025 | March 2025 Github Project
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 Retrieval Augmented Chest X-Ray Report Generation using OpenAI GPT models Mercy Ranjit, Gopinath Ganapathy, Ranjit Manuel, Tanuja Ganu May 2023
