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.

2022

  • A Fourier Approach to Mixture Learning
    Mingda Qiao, Guru Guruganesh, Ankit Singh Rawat, Kumar Avinava Dubey, Manzil Zaheer
    Advances in Neural Information Processing Systems (NeurIPS), 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

  • Cooperative Local Repair in Distributed Storage
    Ankit Singh Rawat, Arya Mazumdar, Sriram Vishwanath
    EURASIP Journal on Advances in Signal Processing (Special Issue on Network Coding), December 2015.
    2020 EURASIP JASP Best Paper Award

2014

2013

  • Locality and Availability in Distributed Storage
    Ankit Singh Rawat, Dimitris S. Papailiopoulos, Alexandros G. Dimakis, Sriram Vishwanath
    51st Annual Allerton Conference on Communication, Control, and Computing (Allerton), 2013. (Invited).

  • 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