Spremljaj
Ankit Singh Rawat
Ankit Singh Rawat
Research Scientist, Google
Preverjeni e-poštni naslov na google.com - Domača stran
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Leto
Long-tail learning via logit adjustment
AK Menon, S Jayasumana, AS Rawat, H Jain, A Veit, S Kumar
arXiv preprint arXiv:2007.07314, 2020
8572020
Are transformers universal approximators of sequence-to-sequence functions?
C Yun, S Bhojanapalli, AS Rawat, SJ Reddi, S Kumar
arXiv preprint arXiv:1912.10077, 2019
4042019
Collaborative spectrum sensing in the presence of byzantine attacks in cognitive radio networks
AS Rawat, P Anand, H Chen, PK Varshney
IEEE Transactions on Signal Processing 59 (2), 774-786, 2010
4032010
Optimal Locally Repairable and Secure Codes for Distributed Storage Systems
AS Rawat, OO Koyluoglu, N Silberstein, S Vishwanath
IEEE Transactions on Information Theory 60 (1), 212-236, 2014
3022014
Locality and availability in distributed storage
AS Rawat, DS Papailiopoulos, AG Dimakis, S Vishwanath
IEEE Transactions on Information Theory 62 (8), 4481-4493, 2016
2892016
Optimal locally repairable codes via rank-metric codes
N Silberstein, AS Rawat, OO Koyluoglu, S Vishwanath
2013 IEEE International Symposium on Information Theory, 1819-1823, 2013
2232013
Can gradient clipping mitigate label noise?
AK Menon, AS Rawat, SJ Reddi, S Kumar
International conference on learning representations, 2020
1892020
Modifying memories in transformer models
C Zhu, AS Rawat, M Zaheer, S Bhojanapalli, D Li, F Yu, S Kumar
arXiv preprint arXiv:2012.00363, 2020
1872020
Large language models with controllable working memory
D Li, AS Rawat, M Zaheer, X Wang, M Lukasik, A Veit, F Yu, S Kumar
arXiv preprint arXiv:2211.05110, 2022
1382022
A statistical perspective on distillation
AK Menon, AS Rawat, S Reddi, S Kim, S Kumar
International Conference on Machine Learning, 7632-7642, 2021
131*2021
Federated learning with only positive labels
F Yu, AS Rawat, A Menon, S Kumar
International Conference on Machine Learning, 10946-10956, 2020
1212020
Understanding contention-based channels and using them for defense
C Hunger, M Kazdagli, A Rawat, A Dimakis, S Vishwanath, M Tiwari
2015 IEEE 21st International Symposium on High Performance Computer …, 2015
1152015
The lazy neuron phenomenon: On emergence of activation sparsity in transformers
Z Li, C You, S Bhojanapalli, D Li, AS Rawat, SJ Reddi, K Ye, F Chern, ...
arXiv preprint arXiv:2210.06313, 2022
106*2022
Low-rank bottleneck in multi-head attention models
S Bhojanapalli, C Yun, AS Rawat, S Reddi, S Kumar
International conference on machine learning, 864-873, 2020
1042020
Countering byzantine attacks in cognitive radio networks
AS Rawat, P Anand, H Chen, PK Varshney
2010 IEEE International Conference on Acoustics, Speech and Signal …, 2010
1012010
Cooperative local repair in distributed storage
AS Rawat, A Mazumdar, S Vishwanath
EURASIP Journal on Advances in Signal Processing 2015, 1-17, 2015
902015
O (n) connections are expressive enough: Universal approximability of sparse transformers
C Yun, YW Chang, S Bhojanapalli, AS Rawat, S Reddi, S Kumar
Advances in Neural Information Processing Systems 33, 13783-13794, 2020
842020
Robust gradient descent via moment encoding and LDPC codes
RK Maity, AS Rawa, A Mazumdar
2019 IEEE International Symposium on Information Theory (ISIT), 2734-2738, 2019
842019
Distillspec: Improving speculative decoding via knowledge distillation
Y Zhou, K Lyu, AS Rawat, AK Menon, A Rostamizadeh, S Kumar, JF Kagy, ...
arXiv preprint arXiv:2310.08461, 2023
772023
Centralized repair of multiple node failures with applications to communication efficient secret sharing
AS Rawat, OO Koyluoglu, S Vishwanath
IEEE Transactions on Information Theory 64 (12), 7529 - 7550, 2018
702018
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