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Prateek Jain
Prateek Jain
Google Research India
google.com의 이메일 확인됨 - 홈페이지
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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
26952007
Gemini 1.5: Unlocking multimodal understanding across millions of tokens of context
G Team, P Georgiev, VI Lei, R Burnell, L Bai, A Gulati, G Tanzer, ...
arXiv preprint arXiv:2403.05530, 2024
13792024
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
12712013
Phase retrieval using alternating minimization
P Netrapalli, P Jain, S Sanghavi
Advances in Neural Information Processing Systems 26, 2013
7492013
Non-convex optimization for machine learning
P Jain, P Kar
Foundations and Trends® in Machine Learning 10 (3-4), 142-363, 2017
6572017
Large-scale multi-label learning with missing labels
HF Yu, P Jain, P Kar, I Dhillon
International conference on machine learning, 593-601, 2014
5892014
Guaranteed rank minimization via singular value projection
P Jain, R Meka, I Dhillon
Advances in Neural Information Processing Systems 23, 2010
5892010
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
5602015
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
4252020
Non-convex robust PCA
P Netrapalli, N UN, S Sanghavi, A Anandkumar, P Jain
Advances in neural information processing systems 27, 2014
3772014
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
3732017
Fast image search for learned metrics
P Jain, B Kulis, K Grauman
2008 IEEE Conference on computer vision and pattern recognition, 1-8, 2008
3592008
Fast similarity search for learned metrics
B Kulis, P Jain, K Grauman
IEEE Transactions on Pattern Analysis and Machine Intelligence 31 (12), 2143 …, 2009
3232009
Differentially private online learning
P Jain, P Kothari, A Thakurta
Conference on Learning Theory, 24.1-24.34, 2012
2902012
On iterative hard thresholding methods for high-dimensional m-estimation
P Jain, A Tewari, P Kar
Advances in neural information processing systems 27, 2014
2752014
Online metric learning and fast similarity search
P Jain, B Kulis, I Dhillon, K Grauman
Advances in neural information processing systems 21, 2008
2642008
Soft threshold weight reparameterization for learnable sparsity
A Kusupati, V Ramanujan, R Somani, M Wortsman, P Jain, S Kakade, ...
International Conference on Machine Learning, 5544-5555, 2020
2612020
Provable tensor factorization with missing data
P Jain, S Oh
Advances in Neural Information Processing Systems 27, 2014
2462014
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
2412018
Efficient algorithms for smooth minimax optimization
KK Thekumparampil, P Jain, P Netrapalli, S Oh
Advances in neural information processing systems 32, 2019
2372019
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