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Ashish Khetan
Ashish Khetan
Amazon AI
Verified email at illinois.edu
Title
Cited by
Cited by
Year
Pacgan: The power of two samples in generative adversarial networks
Z Lin, A Khetan, G Fanti, S Oh
Advances in neural information processing systems 31, 2018
3832018
Tabtransformer: Tabular data modeling using contextual embeddings
X Huang, A Khetan, M Cvitkovic, Z Karnin
arXiv preprint arXiv:2012.06678, 2020
2682020
Robustness of conditional gans to noisy labels
KK Thekumparampil, A Khetan, Z Lin, S Oh
Advances in neural information processing systems 31, 2018
2622018
Learning from noisy singly-labeled data
A Khetan, ZC Lipton, A Anandkumar
arXiv preprint arXiv:1712.04577, 2017
1752017
Achieving budget-optimality with adaptive schemes in crowdsourcing
A Khetan, S Oh
Advances in Neural Information Processing Systems, 4844-4852, 2016
93*2016
Data-driven Rank Breaking for Efficient Rank Aggregation
A Khetan, S Oh
Proceedings of The 33rd International Conference on Machine Learning 48, 2016
642016
Managing variable-dimension structural optimization problems using generative algorithms
JT Allison, A Khetan, DJ Lohan
The Proceedings of the 10th World Congress on Structural and …, 2013
31*2013
schubert: Optimizing elements of bert
A Khetan, Z Karnin
ACL 2020, 2020
282020
Computational and statistical tradeoffs in learning to rank
A Khetan, S Oh
Advances in Neural Information Processing Systems 29, 2016
25*2016
Matrix norm estimation from a few entries
A Khetan, S Oh
Advances in Neural Information Processing Systems, 6424-6433, 2017
19*2017
Prunenet: Channel pruning via global importance
A Khetan, Z Karnin
arXiv preprint arXiv:2005.11282, 2020
92020
Darc: Differentiable architecture compression
S Singh, A Khetan, Z Karnin
arXiv preprint arXiv:1905.08170, 2019
92019
Pyramid-BERT: Reducing complexity via successive core-set based token selection
X Huang, A Khetan, R Bidart, Z Karnin
arXiv preprint arXiv:2203.14380, 2022
82022
Robust conditional gans under missing or uncertain labels
KK Thekumparampil, S Oh, A Khetan
arXiv preprint arXiv:1906.03579, 2019
42019
Tadpole: Task adapted pre-training via anomaly detection
V Madan, A Khetan, Z Karnin
Proceedings of the 2021 Conference on Empirical Methods in Natural Language …, 2021
22021
Large-scale topology optimization using parameterized boolean networks
A Khetan, JT Allison
International Design Engineering Technical Conferences and Computers and …, 2014
22014
Representation Projection Invariance Mitigates Representation Collapse
A Razdaibiedina, A Khetan, Z Karnin, D Khashabi, V Kapoor, V Madan
arXiv preprint arXiv:2205.11603, 2022
1*2022
Number of Connected Components in a Graph: Estimation via Counting Patterns
A Khetan, H Shah, S Oh
arXiv preprint arXiv:1812.00139, 2018
2018
PacGAN: The power of two samples in generative adversarial networks
AK Khetan
University of Illinois at Urbana-Champaign, 2018
2018
Social computation: Fundamental limits and efficient algorithms
AK Khetan
2018
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Articles 1–20