Bamdev Mishra

发表

A Sparse and Low-Rank Optimization Framework for Network Topology Control in Dense Fog-RAN

Wei Chen, Yuanming Shi, Xuan Liu, 2017, 2017 IEEE 85th Vehicular Technology Conference (VTC Spring).

Riemannian preconditioning for tensor completion pdf

Hiroyuki Kasai, Bamdev Mishra, 2015, ArXiv.

Symmetry-invariant optimization in deep networks pdf

Roberto Cipolla, Bamdev Mishra, Vijay Badrinarayanan, 2015, ArXiv.

Understanding symmetries in deep networks pdf

Roberto Cipolla, Bamdev Mishra, Vijay Badrinarayanan, 2015, ArXiv.

Low-rank tensor completion: a Riemannian manifold preconditioning approach pdf

Hiroyuki Kasai, Bamdev Mishra, Bamdev Mishra, 2016, ICML.

Low-rank optimization for distance matrix completion

Bamdev Mishra, Rodolphe Sepulchre, Gilles Meyer, 2011, IEEE Conference on Decision and Control and European Control Conference.

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.

Riemannian stochastic quasi-Newton algorithm with variance reduction and its convergence analysis

Hiroyuki Kasai, Hiroyuki Sato, Bamdev Mishra, 2017, AISTATS.

A Unified Framework for Structured Low-rank Matrix Learning

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

E-commerce Abuse Detection via Semi-Supervised Binary Multi-Target Tensor Decomposition

Bamdev Mishra, Vineet Chaoji, Anil R. Yelundur, 2019 .

Inductive Framework for Multi-Aspect Streaming Tensor Completion with Side Information

Manish Gupta, Partha Pratim Talukdar, Bamdev Mishra, 2018, CIKM.

Riemannian adaptive stochastic gradient algorithms on matrix manifolds

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

Scaled stochastic gradient descent for low-rank matrix completion

Bamdev Mishra, Rodolphe Sepulchre, R. Sepulchre, 2016, 2016 IEEE 55th Conference on Decision and Control (CDC).

Riemannian Stochastic Recursive Gradient Algorithm with Retraction and Vector Transport and Its Convergence Analysis

Hiroyuki Kasai, Hiroyuki Sato, Bamdev Mishra, 2018, ICML.

A Riemannian gossip approach to decentralized matrix completion pdf

Hiroyuki Kasai, Bamdev Mishra, Atul Saroop, 2016, ArXiv.

A Riemannian approach for structured low-rank matrix learning

Bamdev Mishra, Pratik Jawanpuria, 2017 .

Riemannian stochastic variance reduced gradient on Grassmann manifold pdf

Hiroyuki Kasai, Hiroyuki Sato, Bamdev Mishra, 2016, ArXiv.

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.

A Unified Framework for Domain Adaptation using Metric Learning on Manifolds

Bamdev Mishra, Sridhar Mahadevan, Shalini Ghosh, 2018, ECML/PKDD.

McTorch, a manifold optimization library for deep learning pdf

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

R3MC: A Riemannian three-factor algorithm for low-rank matrix completion

Bamdev Mishra, Rodolphe Sepulchre, R. Sepulchre, 2013, 53rd IEEE Conference on Decision and Control.

A Sparse and Low-Rank Optimization Framework for Index Coding via Riemannian Optimization pdf

Yuanming Shi, Bamdev Mishra, Yuanming Shi, 2016, ArXiv.

Riemannian stochastic variance reduced gradient

Hiroyuki Kasai, Hiroyuki Sato, Bamdev Mishra, 2016, SIAM J. Optim..

Detection of Review Abuse via Semi-Supervised Binary Multi-Target Tensor Decomposition

Bamdev Mishra, Vineet Chaoji, Anil R. Yelundur, 2019, KDD.

E-commerce Anomaly Detection: A Bayesian Semi-Supervised Tensor Decomposition Approach using Natural Gradients

Bamdev Mishra, Srinivasan H. Sengamedu, Anil R. Yelundur, 2018, 1804.03836.

Riemannian optimization on the simplex of positive definite matrices pdf

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

Sparse and low-rank decomposition for big data systems via smoothed Riemannian optimization

Bamdev Mishra, 2016 .

Topological Interference Management With User Admission Control via Riemannian Optimization

Yuanming Shi, Bamdev Mishra, Wei Chen, 2016, IEEE Transactions on Wireless Communications.

Heterogeneous Tensor Decomposition for Clustering via Manifold Optimization

Junbin Gao, Yanfeng Sun, Baocai Yin, 2015, IEEE Transactions on Pattern Analysis and Machine Intelligence.

Fixed-rank matrix factorizations and Riemannian low-rank optimization

Bamdev Mishra, Silvere Bonnabel, Rodolphe Sepulchre, 2012, Comput. Stat..

Manopt: a brand new toolbox for optimization on manifolds

Bamdev Mishra, Nicolas Boumal, 2013 .

A Riemannian gossip approach to subspace learning on Grassmann manifold

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

Low-Rank Optimization with Trace Norm Penalty

Bamdev Mishra, Francis R. Bach, Rodolphe Sepulchre, 2011, SIAM J. Optim..

Inexact trust-region algorithms on Riemannian manifolds

Hiroyuki Kasai, Bamdev Mishra, Bamdev Mishra, 2018, NeurIPS.

Low-rank geometric mean metric learning pdf

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

Sparse plus low-rank autoregressive identification in neuroimaging time series

Bamdev Mishra, Mattia Zorzi, Rodolphe Sepulchre, 2015, 2015 54th IEEE Conference on Decision and Control (CDC).

Manopt, a matlab toolbox for optimization on manifolds pdf

Bamdev Mishra, Pierre-Antoine Absil, Rodolphe Sepulchre, 2013, J. Mach. Learn. Res..

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.

A Riemannian geometry for low-rank matrix completion pdf

Bamdev Mishra, Rodolphe Sepulchre, K. Adithya Apuroop, 2012, ArXiv.

Proceedings of the second "international Traveling Workshop on Interactions between Sparse models and Technology" (iTWIST'14) pdf

Pascal Frossard, Aleksandra Pizurica, David B. Dunson, 2014, ArXiv.

Adaptive stochastic gradient algorithms on Riemannian manifolds pdf

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

Riemannian joint dimensionality reduction and dictionary learning on symmetric positive definite manifolds

Hiroyuki Kasai, Bamdev Mishra, 2018, 2018 26th European Signal Processing Conference (EUSIPCO).

A two-dimensional decomposition approach for matrix completion through gossip pdf

Bamdev Mishra, Mukul Bhutani, 2017, ArXiv.

Low-rank approximations of hyperbolic embeddings

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

Bayesian Semi-Supervised Tensor Decomposition using Natural Gradients for Anomaly Detection pdf

Bamdev Mishra, Srinivasan H. Sengamedu, Anil R. Yelundur, 2018, ArXiv.

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.

The Manopt toolbox: making optimization on manifolds easy

Bamdev Mishra, Nicolas Boumal, 2013 .

Riemannian Preconditioning

Bamdev Mishra, Rodolphe Sepulchre, R. Sepulchre, 2014, SIAM J. Optim..

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 .

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.

A Riemannian approach to large-scale constrained least-squares with symmetries

Bamdev Mishra, Bamdev Mishra, 2014 .