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Author

Bamdev Mishra

Observed names: B. Mishra, Mishra, B., Mishra, Bamdev
Institution: Microsoft (India)
Observed institutions: Microsoft (United States), The University of Sydney, Amazon (United States), University of Liège, Université Côte d'Azur, University of Electro-Communications, University of Cambridge, Microsoft (India), Indian Institute of Science Bangalore
ORCID: 0000-0001-7430-2843
Observed ORCID: 0000-0001-7430-2843
OpenAlex ID: A5023551959
Manopt, a Matlab toolbox for optimization on manifolds
2013 · Boumal, Nicolas, Mishra, Bamdev, et al. · arXiv (Cornell University) · 810
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Fixed-rank matrix factorizations and Riemannian low-rank optimization
2013 · Bamdev Mishra, Gilles Meyer, et al. · Computational Statistics · 108
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Low-Rank Optimization with Trace Norm Penalty
2013 · B. Mishra, G. Meyer, et al. · SIAM Journal on Optimization · 107
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Riemannian Stochastic Variance Reduced Gradient Algorithm with Retraction and Vector Transport
2019 · Hiroyuki Sato, Hiroyuki Kasai, et al. · SIAM Journal on Optimization · 95
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Low-rank tensor completion: a Riemannian manifold preconditioning approach
2016 · Kasai, Hiroyuki, Mishra, Bamdev · arXiv (Cornell University) · 85
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Learning Multilingual Word Embeddings in Latent Metric Space: A Geometric Approach
2019 · Pratik Jawanpuria, Arjun Balgovind, et al. · Transactions of the Association for Computational Linguistics · 72
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A Riemannian geometry for low-rank matrix completion
2012 · Mishra, B., Apuroop, K. Adithya, et al. · arXiv (Cornell University) · 71
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Riemannian Preconditioning
2016 · Bamdev Mishra, Rodolphe Sepulchre · SIAM Journal on Optimization · 64
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Heterogeneous Tensor Decomposition for Clustering via Manifold Optimization
2015 · Yanfeng Sun, Junbin Gao, et al. · IEEE Transactions on Pattern Analysis and Machine Intelligence · 64
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Low-rank optimization for distance matrix completion
2011 · B. Mishra, G. Meyer, et al. · IEEE Conference on Decision and Control (CDC) · 58
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R3MC: A Riemannian three-factor algorithm for low-rank matrix completion
2014 · Bamdev Mishra, Rodolphe Sepulchre · IEEE Conference on Decision and Control (CDC) · 49
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Understanding symmetries in deep networks
2015 · Badrinarayanan, Vijay, Mishra, Bamdev, et al. · arXiv (Cornell University) · 42
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McTorch, a manifold optimization library for deep learning
2018 · Meghwanshi, Mayank, Jawanpuria, Pratik, et al. · arXiv (Cornell University) · 41
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SLTrain: a sparse plus low rank approach for parameter and memory efficient pretraining
2024 · Andi Han, Jiaxiang Li, et al. · neural information processing systems · 34
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Riemannian adaptive stochastic gradient algorithms on matrix manifolds
2019 · Kasai, Hiroyuki, Jawanpuria, Pratik, et al. · arXiv (Cornell University) · 31
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Symmetry-invariant optimization in deep networks
2015 · Badrinarayanan, Vijay, Mishra, Bamdev, et al. · arXiv (Cornell University) · 29
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Inductive Framework for Multi-Aspect Streaming Tensor Completion with Side Information
2018 · Madhav Nimishakavi, Bamdev Mishra, et al. · ACM International Conference on Information and Knowledge Management (CIKM) · 27
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A Unified Framework for Domain Adaptation Using Metric Learning on Manifolds
2019 · Sridhar Mahadevan, Bamdev Mishra, et al. · Lecture notes in computer science · 25
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Riemannian Stochastic Recursive Gradient Algorithm
2018 · Hiroyuki Kasai, Hiroyuki Sato, et al. · International Conference on Machine Learning · 23
A dual framework for low-rank tensor completion
2017 · Nimishakavi, Madhav, Jawanpuria, Pratik, et al. · arXiv (Cornell University) · 23
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Sparse plus low-rank autoregressive identification in neuroimaging time series
2015 · Raphael Liegeois, Bamdev Mishra, et al. · IEEE Conference on Decision and Control (CDC) · 23
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Topological Interference Management With User Admission Control via Riemannian Optimization
2017 · Yuanming Shi, Bamdev Mishra, et al. · IEEE Transactions on Wireless Communications · 20
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Riemannian stochastic variance reduced gradient on Grassmann manifold
2016 · Kasai, Hiroyuki, Sato, Hiroyuki, et al. · arXiv (Cornell University) · 19
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A Riemannian gossip approach to subspace learning on Grassmann manifold
2019 · Bamdev Mishra, Hiroyuki Kasai, et al. · Machine Learning · 18
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Geometry-aware domain adaptation for unsupervised alignment of word embeddings
2020 · Pratik Jawanpuria, Mayank Meghwanshi, et al. · Proceedings of the conference - Association for Computational Linguistics. Meeting · 15
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Works count: 107
Citation count: 2,202
H-index: 21
I10-index: 34
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