Pratik Jawanpuria

发表

A Riemannian gossip approach to decentralized subspace learning on Grassmann manifold pdf

Hiroyuki Kasai, Bamdev Mishra, Pratik Jawanpuria, 2017, ArXiv.

A Saddle Point Approach to Structured Low-rank Matrix Learning in Large-scale Applications pdf

Bamdev Mishra, Pratik Jawanpuria, Bamdev Mishra, 2017, ArXiv.

A Unified Framework for Structured Low-rank Matrix Learning

Bamdev Mishra, Pratik Jawanpuria, Bamdev Mishra, 2017, ICML.

Riemannian adaptive stochastic gradient algorithms on matrix manifolds

Hiroyuki Kasai, Bamdev Mishra, Pratik Jawanpuria, 2019, ICML.

A Riemannian approach for structured low-rank matrix learning

Bamdev Mishra, Pratik Jawanpuria, 2017 .

A Simple Approach to Learning Unsupervised Multilingual Embeddings

Bamdev Mishra, Pratik Jawanpuria, Mayank Meghwanshi, 2020, EMNLP.

Efficient robust optimal transport: formulations and algorithms pdf

Bamdev Mishra, Pratik Jawanpuria, N T V Satya Dev, 2020, ArXiv.

Generalized hierarchical kernel learning

Ganesh Ramakrishnan, Pratik Jawanpuria, J. Saketha Nath, 2015, J. Mach. Learn. Res..

Learning Kernels for Multiple Predictive Tasks

Pratik Jawanpuria, Pratik Jawanpuria, 2014 .

McTorch, a manifold optimization library for deep learning pdf

Hiroyuki Kasai, Bamdev Mishra, Anoop Kunchukuttan, 2018, ArXiv.

Efficient Output Kernel Learning for Multiple Tasks

Bernt Schiele, Matthias Hein, Pratik Jawanpuria, 2015, NIPS.

Riemannian optimization on the simplex of positive definite matrices pdf

Hiroyuki Kasai, Bamdev Mishra, Pratik Jawanpuria, 2019, ArXiv.

Statistical Optimal Transport posed as Learning Kernel Embedding pdf

Pratik Jawanpuria, J. Saketha Nath, SakethaNath Jagarlapudi, 2020, NeurIPS.

A Convex Feature Learning Formulation for Latent Task Structure Discovery pdf

Pratik Jawanpuria, J. Saketha Nath, SakethaNath Jagarlapudi, 2012, ICML.

A Riemannian gossip approach to subspace learning on Grassmann manifold

Hiroyuki Kasai, Bamdev Mishra, Pratik Jawanpuria, 2017, Machine Learning.

On p-norm Path Following in Multiple Kernel Learning for Non-linear Feature Selection

Manik Varma, Pratik Jawanpuria, J. Saketha Nath, 2014, ICML.

Low-rank geometric mean metric learning pdf

Hiroyuki Kasai, Bamdev Mishra, Pratik Jawanpuria, 2018, ArXiv.

A Dual Framework for Low-rank Tensor Completion

Bamdev Mishra, Pratik Jawanpuria, Madhav Nimishakavi, 2017, NeurIPS.

Learning Geometric Word Meta-Embeddings

Bamdev Mishra, Anoop Kunchukuttan, Pratik Jawanpuria, 2020, RepL4NLP@ACL.

Adaptive stochastic gradient algorithms on Riemannian manifolds pdf

Hiroyuki Kasai, Bamdev Mishra, Pratik Jawanpuria, 2019, ICML 2019.

Low-rank approximations of hyperbolic embeddings

Bamdev Mishra, Pratik Jawanpuria, Mayank Meghwanshi, 2019, 2019 IEEE 58th Conference on Decision and Control (CDC).

Multi-task Multiple Kernel Learning

Pratik Jawanpuria, J. Saketha Nath, SakethaNath Jagarlapudi, 2011, SDM.

Efficient Rule Ensemble Learning using Hierarchical Kernels

Ganesh Ramakrishnan, Pratik Jawanpuria, J. Saketha Nath, 2011, ICML.

Structured low-rank matrix learning: algorithms and applications

Bamdev Mishra, Pratik Jawanpuria, Bamdev Mishra, 2017 .

Geometry-aware Domain Adaptation for Unsupervised Alignment of Word Embeddings pdf

Bamdev Mishra, Pratik Jawanpuria, Mayank Meghwanshi, 2020, ACL.

Learning Multilingual Word Embeddings in Latent Metric Space: A Geometric Approach

Bamdev Mishra, Anoop Kunchukuttan, Pratik Jawanpuria, 2018, TACL.

A dual framework for trace norm regularized low-rank tensor completion

Bamdev Mishra, Pratik Jawanpuria, Madhav Nimishakavi, 2017 .

On Riemannian Optimization over Positive Definite Matrices with the Bures-Wasserstein Geometry pdf

Junbin Gao, Bamdev Mishra, Pratik Jawanpuria, 2021, NeurIPS.

Generalized Bures-Wasserstein Geometry for Positive Definite Matrices

Bamdev Mishra, Pratik Jawanpuria, Andi Han, 2021 .

Manifold optimization for non-linear optimal transport problems

Bamdev Mishra, Pratik Jawanpuria, Hiroyuki Kasai, 2021 .

Light-weight Document Image Cleanup using Perceptual Loss

Pratik Jawanpuria, Soumyadeep Dey, 2021, ICDAR.

Manifold optimization for optimal transport pdf

Bamdev Mishra, Pratik Jawanpuria, N T V Satya Dev, 2021, ArXiv.

SPOT: A framework for selection of prototypes using optimal transport

Karthik S. Gurumoorthy, Bamdev Mishra, Pratik Jawanpuria, 2021, ECML/PKDD.

Statistical Optimal Transport posed as Learning Kernel Embedding pdf

Pratik Jawanpuria, J. Saketha Nath, SakethaNath Jagarlapudi, 2020, NeurIPS.