Ankit Singh Rawat (Publications)
Thesis
Preprints
Distilling Double Descent
Andrew Cotter, Aditya Krishna Menon, Harikrishna Narasimhan, Ankit Singh Rawat, Sashank J. Reddi, Yichen Zhou
Preprint, February 2021.
2024
2023
ResMem: Learn What You Can and Memorize the Rest
Zitong Yang, Michal Lukasik, Vaishnavh Nagarajan, Zonglin Li, Ankit Singh Rawat, Manzil Zaheer, Aditya K Menon, Sanjiv Kumar
Advances in Neural Information Processing Systems (NeurIPS), 2023.
On Emergence of Activation Sparsity in Trained Transformers
Zonglin Li, Chong You, Srinadh Bhojanapalli, Daliang Li, Ankit Singh Rawat, Sashank Reddi, Ke Ye, Felix Chern, Felix Yu, Ruiqi Guo, Sanjiv Kumar
International Conference on Learning Representations (ICLR), 2023.
2022
2021
Long-tail Learning via Logit Adjustment
Aditya Krishna Menon, Sadeep Jayasumana, Ankit Singh Rawat, Himanshu Jain, Andreas Veit, Sanjiv Kumar
International Conference on Learning Representations (ICLR), 2021.
RankDistil: Knowledge Distillation for Ranking
Sashank J. Reddi, Rama Kumar Pasumarthi, Aditya Krishna Menon, Ankit Singh Rawat, Felix X. Yu, Seungyeon Kim, Andreas Veit, Sanjiv Kumar
International Conference on Artificial Intelligence and Statistics (AISTATS), 2021.
2020
2019
2018
2017
2016
2015
2014
2013
Explicit MBR All-Symbol Locality Codes
Govinda Kamath, Natalia Silberstein, N. Prakash, Ankit Singh Rawat, V. Lalitha, O. Ozan Koyluoglu, P. Vijay Kumar, Sriram Vishwanath
IEEE International Symposium on Information Theory (ISIT), 2013.
2010 — 2012
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