Ashish Khetan
Ashish Khetan
Amazon AI
Adresse e-mail validée de illinois.edu - Page d'accueil
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Pacgan: The power of two samples in generative adversarial networks
Z Lin, A Khetan, G Fanti, S Oh
IEEE Journal on Selected Areas in Information Theory 1 (1), 324-335, 2020
1302020
Learning from noisy singly-labeled data
A Khetan, ZC Lipton, A Anandkumar
arXiv preprint arXiv:1712.04577, 2017
712017
Achieving budget-optimality with adaptive schemes in crowdsourcing
A Khetan, S Oh
Advances in Neural Information Processing Systems, 4844-4852, 2016
62*2016
Data-driven Rank Breaking for Efficient Rank Aggregation
A Khetan, S Oh
Proceedings of The 33rd International Conference on Machine Learning 48, 2016
472016
Robustness of conditional gans to noisy labels
KK Thekumparampil, A Khetan, Z Lin, S Oh
Advances in neural information processing systems, 10271-10282, 2018
362018
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
24*2013
Computational and statistical tradeoffs in learning to rank
A Khetan, S Oh
arXiv preprint arXiv:1608.06203, 2016
16*2016
Matrix norm estimation from a few entries
A Khetan, S Oh
Advances in Neural Information Processing Systems, 6424-6433, 2017
12*2017
Darc: Differentiable architecture compression
S Singh, A Khetan, Z Karnin
arXiv preprint arXiv:1905.08170, 2019
72019
schuBERT: Optimizing Elements of BERT
A Khetan, Z Karnin
arXiv preprint arXiv:2005.06628, 2020
42020
Robust conditional GANs under missing or uncertain labels
KK Thekumparampil, S Oh, A Khetan
arXiv preprint arXiv:1906.03579, 2019
22019
Large-Scale Topology Optimization Using Parameterized Boolean Networks
A Khetan, JT Allison
International Design Engineering Technical Conferences and Computers and …, 2014
22014
TabTransformer: Tabular Data Modeling Using Contextual Embeddings
X Huang, A Khetan, M Cvitkovic, Z Karnin
arXiv preprint arXiv:2012.06678, 2020
2020
PruneNet: Channel Pruning via Global Importance
A Khetan, Z Karnin
arXiv preprint arXiv:2005.11282, 2020
2020
Differentiable Architecture Compression
S Singh, A Khetan, Z Karnin
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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