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Ashish Khetan
Ashish Khetan
Amazon AI
Zweryfikowany adres z illinois.edu
Tytuł
Cytowane przez
Cytowane przez
Rok
Tab-Transformer: Tabular Data Modeling Using Contextual Embeddings. CoRR abs/2012.06678 (2020)
X Huang, A Khetan, M Cvitkovic, ZS Karnin
arXiv preprint arXiv:2012.06678, 2020
5292020
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
4442018
Robustness of conditional gans to noisy labels
KK Thekumparampil, A Khetan, Z Lin, S Oh
Advances in neural information processing systems 31, 2018
3512018
Learning from noisy singly-labeled data
A Khetan, ZC Lipton, A Anandkumar
arXiv preprint arXiv:1712.04577, 2017
1962017
Achieving budget-optimality with adaptive schemes in crowdsourcing
A Khetan, S Oh
Advances in Neural Information Processing Systems, 4844-4852, 2016
101*2016
Data-driven Rank Breaking for Efficient Rank Aggregation
A Khetan, S Oh
Proceedings of The 33rd International Conference on Machine Learning 48, 2016
722016
schubert: Optimizing elements of bert
A Khetan, Z Karnin
ACL 2020, 2020
362020
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
34*2013
Computational and statistical tradeoffs in learning to rank
A Khetan, S Oh
Advances in Neural Information Processing Systems 29, 2016
26*2016
Matrix norm estimation from a few entries
A Khetan, S Oh
Advances in Neural Information Processing Systems, 6424-6433, 2017
23*2017
Pyramid-BERT: Reducing Complexity via Successive Core-set based Token Selection
X Huang, A Khetan, R Bidart, Z Karnin
Proceedings of the 60th Annual Meeting of the Association for Computational …, 2022
212022
Prunenet: Channel pruning via global importance
A Khetan, Z Karnin
arXiv preprint arXiv:2005.11282, 2020
152020
Darc: Differentiable architecture compression
S Singh, A Khetan, Z Karnin
arXiv preprint arXiv:1905.08170, 2019
92019
Robust conditional gans under missing or uncertain labels
KK Thekumparampil, S Oh, A Khetan
arXiv preprint arXiv:1906.03579, 2019
52019
Representation Projection Invariance Mitigates Representation Collapse
A Razdaibiedina, A Khetan, Z Karnin, D Khashabi, V Madan
Findings of the Association for Computational Linguistics: EMNLP 2023, 14638 …, 2023
4*2023
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
32021
Large-scale topology optimization using parameterized boolean networks
A Khetan, JT Allison
International Design Engineering Technical Conferences and Computers and …, 2014
22014
Number of connected components in a graph: Estimation via counting patterns
A Khetan, H Shah, S Oh
arXiv preprint arXiv:1812.00139, 2018
12018
PPLqa: An Unsupervised Information-Theoretic Quality Metric for Comparing Generative Large Language Models
G Friedland, X Huang, Y Cui, V Kapoor, A Khetan, S Das
arXiv preprint arXiv:2411.15320, 2024
2024
PacGAN: The power of two samples in generative adversarial networks
AK Khetan
University of Illinois at Urbana-Champaign, 2018
2018
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