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Prateek Jain
Prateek Jain
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Title
Cited by
Cited by
Year
Information-theoretic metric learning
JV Davis, B Kulis, P Jain, S Sra, IS Dhillon
Proceedings of the 24th international conference on Machine learning, 209-216, 2007
26182007
Low-rank matrix completion using alternating minimization
P Jain, P Netrapalli, S Sanghavi
Proceedings of the forty-fifth annual ACM symposium on Theory of computing …, 2013
11382013
Phase retrieval using alternating minimization
P Netrapalli, P Jain, S Sanghavi
Advances in Neural Information Processing Systems 26, 2013
6702013
Guaranteed rank minimization via singular value projection
P Jain, R Meka, I Dhillon
Advances in Neural Information Processing Systems 23, 2010
5432010
Pennylane: Automatic differentiation of hybrid quantum-classical computations
V Bergholm, J Izaac, M Schuld, C Gogolin, S Ahmed, V Ajith, MS Alam, ...
arXiv preprint arXiv:1811.04968, 2018
5392018
Large-scale multi-label learning with missing labels
HF Yu, P Jain, P Kar, I Dhillon
International conference on machine learning, 593-601, 2014
5302014
Sparse local embeddings for extreme multi-label classification
K Bhatia, H Jain, P Kar, M Varma, P Jain
Advances in neural information processing systems 28, 2015
4952015
Non-convex optimization for machine learning
P Jain, P Kar
Foundations and TrendsŪ in Machine Learning 10 (3-4), 142-363, 2017
4832017
Fast image search for learned metrics
P Jain, B Kulis, K Grauman
2008 IEEE Conference on computer vision and pattern recognition, 1-8, 2008
3502008
Recovery guarantees for one-hidden-layer neural networks
K Zhong, Z Song, P Jain, PL Bartlett, IS Dhillon
International conference on machine learning, 4140-4149, 2017
3302017
Non-convex robust PCA
P Netrapalli, N UN, S Sanghavi, A Anandkumar, P Jain
Advances in neural information processing systems 27, 2014
3292014
Fast similarity search for learned metrics
B Kulis, P Jain, K Grauman
IEEE Transactions on Pattern Analysis and Machine Intelligence 31 (12), 2143 …, 2009
3142009
Online metric learning and fast similarity search
P Jain, B Kulis, I Dhillon, K Grauman
Advances in neural information processing systems 21, 2008
2612008
Differentially private online learning
P Jain, P Kothari, A Thakurta
Conference on Learning Theory, 24.1-24.34, 2012
2422012
The pitfalls of simplicity bias in neural networks
H Shah, K Tamuly, A Raghunathan, P Jain, P Netrapalli
Advances in Neural Information Processing Systems 33, 9573-9585, 2020
2342020
On iterative hard thresholding methods for high-dimensional m-estimation
P Jain, A Tewari, P Kar
Advances in neural information processing systems 27, 2014
2252014
Metric and kernel learning using a linear transformation
P Jain, B Kulis, JV Davis, IS Dhillon
The Journal of Machine Learning Research 13 (1), 519-547, 2012
2252012
Provable tensor factorization with missing data
P Jain, S Oh
Advances in Neural Information Processing Systems 27, 2014
2192014
Active learning for large multi-class problems
P Jain, A Kapoor
2009 IEEE Conference on Computer Vision and Pattern Recognition, 762-769, 2009
2192009
Fastgrnn: A fast, accurate, stable and tiny kilobyte sized gated recurrent neural network
A Kusupati, M Singh, K Bhatia, A Kumar, P Jain, M Varma
Advances in neural information processing systems 31, 2018
2012018
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