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Pratik Jawanpuria
Pratik Jawanpuria
Principal applied scientist, Microsoft India
Verified email at microsoft.com - Homepage
Title
Cited by
Cited by
Year
Learning multilingual word embeddings in latent metric space: a geometric approach
P Jawanpuria, A Balgovind, A Kunchukuttan, B Mishra
Transactions of the Association for Computational Linguistics 7, 107-120, 2019
822019
Riemannian adaptive stochastic gradient algorithms on matrix manifolds
H Kasai, P Jawanpuria, B Mishra
International Conference on Machine Learning (ICML), 3262-3271, 2019
622019
A dual framework for low-rank tensor completion
M Nimishakavi, P Jawanpuria, B Mishra
Advances in Neural Information Processing Systems, 2018
422018
McTorch, a manifold optimization library for deep learning
M Meghwanshi, P Jawanpuria, A Kunchukuttan, H Kasai, B Mishra
NeurIPS workshop on Machine Learning Open Source Software (MLOSS), 2018
412018
Efficient output kernel learning for multiple tasks
PK Jawanpuria, M Lapin, M Hein, B Schiele
Advances in neural information processing systems 28, 2015
382015
On p-norm path following in multiple kernel learning for non-linear feature selection
P Jawanpuria, M Varma, S Nath
Proceedings of the 31st International Conference on Machine Learning (ICML …, 2014
342014
A unified framework for structured low-rank matrix learning
P Jawanpuria, B Mishra
International Conference on Machine Learning, 2254-2263, 2018
33*2018
On Riemannian optimization over positive definite matrices with the Bures-Wasserstein geometry
A Han, B Mishra, PK Jawanpuria, J Gao
Advances in Neural Information Processing Systems 34, 8940-8953, 2021
322021
A Riemannian gossip approach to subspace learning on Grassmann manifold
B Mishra, H Kasai, P Jawanpuria, A Saroop
Machine Learning 108, 1783-1803, 2019
302019
A Convex Feature Learning Formulation for Latent Task Structure Discovery
P Jawanpuria, JS Nath
Proceedings of the 28th International Conference on Machine Learning (ICML-12), 2012
292012
Generalized hierarchical kernel learning.
P Jawanpuria, JS Nath, G Ramakrishnan
J. Mach. Learn. Res. 16, 617-652, 2015
272015
Efficient rule ensemble learning using hierarchical kernels
P Jawanpuria, JS Nath, G Ramakrishnan
Proceedings of the 28th International Conference on Machine Learning (ICML …, 2011
252011
Multi-task Multiple Kernel Learning
P Jawanpuria, JS Nath
SIAM International Conference on Data Mining (SDM-11), 2011
232011
Statistical Optimal Transport posed as Learning Kernel Embedding
SN Jagarlapudi, PK Jawanpuria
Advances in Neural Information Processing Systems 33, 2020
182020
Geometry-aware Domain Adaptation for Unsupervised Alignment of Word Embeddings
P Jawanpuria, M Meghwanshi, B Mishra
Annual Meeting of the Association for Computational Linguistics (ACL), 2020
182020
Learning Geometric Word Meta-Embeddings
P Jawanpuria, NTV Dev, A Kunchukuttan, B Mishra
ACL Workshop on Representation Learning for NLP (RepL4NLP), 2020
172020
Low-rank geometric mean metric learning
M Bhutani, P Jawanpuria, H Kasai, B Mishra
ICML workshop on Geometry in Machine Learning (GiMLi), 2018
162018
Riemannian Hamiltonian methods for min-max optimization on manifolds
A Han, B Mishra, P Jawanpuria, P Kumar, J Gao
SIAM Journal on Optimization 33 (3), 1797-1827, 2023
152023
Efficient robust optimal transport with application to multi-label classification
P Jawanpuria, NTV Satyadev, B Mishra
2021 60th IEEE Conference on Decision and Control (CDC), 1490-1495, 2021
13*2021
SPOT: A framework for selection of prototypes using optimal transport
KS Gurumoorthy, P Jawanpuria, B Mishra
Machine Learning and Knowledge Discovery in Databases. Applied Data Science …, 2021
122021
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