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Aniket Anand Deshmukh
Aniket Anand Deshmukh
Amazon AWS AI Labs
Verified email at umich.edu - Homepage
Title
Cited by
Cited by
Year
Domain generalization by marginal transfer learning
G Blanchard, AA Deshmukh, Ü Dogan, G Lee, C Scott
The Journal of Machine Learning Research 22 (1), 46-100, 2021
2442021
Multi-task learning for contextual bandits
AA Deshmukh, U Dogan, C Scott
Advances in Neural Information Processing Systems, 4848-4856, 2017
922017
A Generalization Error Bound for Multi-class Domain Generalization
AA Deshmukh, Y Lei, S Sharma, U Dogan, JW Cutler, C Scott
arXiv preprint arXiv:1905.10392, 2019
332019
Consensus Clustering with Unsupervised Representation Learning
JR Regatti, AA Deshmukh, E Manavoglu, U Dogan
IJCNN 2021 arXiv preprint arXiv:2010.01245, 2020
212020
Simple Regret Minimization for Contextual Bandits
AA Deshmukh, S Sharma, JW Cutler, M Moldwin, C Scott
Exploration in RL, ICML 2019 workshop arXiv preprint arXiv:1810.07371, 2018
202018
Zero Shot Domain Generalization
U Maniyar, AA Deshmukh, U Dogan, VN Balasubramanian
British machine vision conference 2020 arXiv preprint arXiv:2008.07443, 2020
192020
Label-similarity Curriculum Learning
U Dogan, AA Deshmukh, M Machura, C Igel
European Conference on Computer Vision, 174--190, 2020
152020
Representation Learning for Clustering via Building Consensus
AA Deshmukh, JR Regatti, E Manavoglu, U Dogan
Springer Maching Learning Journal, 2022
102022
Domain2Vec: Deep Domain Generalization
AA Deshmukh, A Bansal, A Rastogi
arXiv preprint arXiv:1807.02919, 2018
82018
Semi-Supervised Transfer Learning Using Marginal Predictors
AA Deshmukh, E Laftchiev
2018 IEEE Data Science Workshop (DSW), 160-164, 2018
82018
Multiclass domain generalization
AA Deshmukh, S Sharma, JW Cutler, C Scott
NeurIPS workshop on limited labeled data, 2017
62017
On Challenges in Unsupervised Domain Generalization
V Narayanan, AA Deshmukh, U Dogan, VN Balasubramanian
NeurIPS 2021 Workshop on Pre-registration in Machine Learning, 42-58, 2022
52022
Head and Tail Localization of C. elegans
M Mane, AA Deshmukh, A Iliff
ICML Workshop on Computational Biology, 2019
52019
Offline RL With Resource Constrained Online Deployment
JR Regatti, AA Deshmukh, F Cheng, YH Jung, A Gupta, U Dogan
arXiv preprint arXiv:2110.03165, 2021
42021
PAC Reinforcement Learning without Real-World Feedback
Y Zhong, AA Deshmukh, C Scott
arXiv preprint arXiv:1909.10449, 2019
42019
Kernel Approximation
AA Deshmukh
Ann Arbor 1001, 48105, 2015
42015
Self-Supervised Contextual Bandits in Computer Vision
AA Deshmukh, A Kumar, L Boyles, D Charles, E Manavoglu, U Dogan
arXiv preprint arXiv:2003.08485, 2020
32020
Input-Output Logic based Fault-Tolerant Design Technique for SRAM-based FPGAs
AS Timmaraju, AA Deshmukh, MA Khan, ZA Khan
arXiv preprint arXiv:1311.0602, 2013
32013
Machine Learning Algorithms for Spacecraft Magnetic Field Interference Cancellation: Enabling Satellite Magnetometry without a Boom
JC Mark Moldwin, Srinagesh Sharma, Aniket Anand Deshmukh, Clayton Scott
AGU Fall Meeting 2018, 2018
2*2018
Hyperparameter Selection for Multi-armed Bandit Problems
A Deshmukh, F Wei, C Scott
The 3rd Annual Michigan Institute for Data Science Symposium, 2017
22017
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Articles 1–20