Ashish Khetan
Ashish Khetan
Amazon AI
Verified email at illinois.edu - Homepage
TitleCited byYear
Pacgan: The power of two samples in generative adversarial networks
Z Lin, A Khetan, G Fanti, S Oh
Advances in Neural Information Processing Systems, 1498-1507, 2018
412018
Achieving budget-optimality with adaptive schemes in crowdsourcing
A Khetan, S Oh
Advances in Neural Information Processing Systems, 4844-4852, 2016
342016
Data-driven Rank Breaking for Efficient Rank Aggregation
A Khetan, S Oh
Proceedings of The 33rd International Conference on Machine Learning 48, 2016
282016
Learning from noisy singly-labeled data
A Khetan, ZC Lipton, A Anandkumar
arXiv preprint arXiv:1712.04577, 2017
252017
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
22*2013
Reliable crowdsourcing under the generalized dawid-skene model
A Khetan, S Oh
arXiv preprint arXiv:1602.03481, 2016
112016
Computational and statistical tradeoffs in learning to rank
A Khetan, S Oh
Advances in Neural Information Processing Systems, 739-747, 2016
82016
Robustness of conditional GANs to noisy labels
KK Thekumparampil, A Khetan, Z Lin, S Oh
Advances in Neural Information Processing Systems, 10271-10282, 2018
72018
Spectrum estimation from a few entries
A Khetan, S Oh
arXiv preprint arXiv:1703.06327, 2017
52017
Matrix norm estimation from a few entries
A Khetan, S Oh
Advances in Neural Information Processing Systems, 6424-6433, 2017
52017
Large-scale topology optimization using parameterized boolean networks
A Khetan, JT Allison
ASME 2014 International Design Engineering Technical Conferences and …, 2015
22015
Robust conditional GANs under missing or uncertain labels
KK Thekumparampil, S Oh, A Khetan
arXiv preprint arXiv:1906.03579, 2019
2019
DARC: Differentiable ARchitecture Compression
S Singh, A Khetan, Z Karnin
arXiv preprint arXiv:1905.08170, 2019
2019
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
2018
Social computation: fundamental limits and efficient algorithms
AK Khetan
University of Illinois at Urbana-Champaign, 2018
2018
Large scale structural optimization using genetic and generative algorithms with sequential linear programming
AK Khetan
2014
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Articles 1–17