Bamdev Mishra - RankMe

110 papers A* 13A 3B 2C 1Misc 1Journal 76Unranked 14

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Federated Learning on Riemannian Manifolds with Differential Privacy. Mach. Learn. Zhenwei Huang, Wen Huang, Pratik Jawanpuria, Bamdev Mishra
2025	Misc	`conf`	A Riemannian Approach to Ground Metric Learning for Optimal Transport. ICASSP Pratik Jawanpuria, Dai Shi, Bamdev Mishra, Junbin Gao
2025	J	`jnl`	Generalized infinite dimensional Alpha-Procrustes based geometries. CoRR Salvish Goomanee, Andi Han, Pratik Jawanpuria, Bamdev Mishra
2025	J	`jnl`	HARE: Human-in-the-Loop Algorithmic Recourse. Trans. Mach. Learn. Res. Sai Srinivas Kancheti, Rahul Vigneswaran, Bamdev Mishra, Vineeth N. Balasubramanian
2025	J	`jnl`	Robust Least-Squares Optimization for Data-Driven Predictive Control: A Geometric Approach. CoRR Shreyas Bharadwaj, Bamdev Mishra, Cyrus Mostajeran, Alberto Padoan, Jeremy Coulson, Ravi N. Banavar
2024	A*	`conf`	A Framework for Bilevel Optimization on Riemannian Manifolds. NeurIPS Andi Han, Bamdev Mishra, Pratik Kumar Jawanpuria, Akiko Takeda
2024	J	`jnl`	A Framework for Bilevel Optimization on Riemannian Manifolds. CoRR Andi Han, Bamdev Mishra, Pratik Jawanpuria, Akiko Takeda
2024	B	`conf`	A Gauss-Newton Approach for Min-Max Optimization in Generative Adversarial Networks. IJCNN Neel Mishra, Pawan Kumar, Pratik Jawanpuria, Bamdev Mishra
2024	J	`jnl`	A Gauss-Newton Approach for Min-Max Optimization in Generative Adversarial Networks. CoRR Neel Mishra, Bamdev Mishra, Pratik Jawanpuria, Pawan Kumar
2024	J	`jnl`	A Riemannian Approach to Ground Metric Learning for Optimal Transport. CoRR Pratik Jawanpuria, Dai Shi, Bamdev Mishra, Junbin Gao
2024	J	`jnl`	Differentially private Riemannian optimization. Mach. Learn. Andi Han, Bamdev Mishra, Pratik Jawanpuria, Junbin Gao
2024	J	`jnl`	Federated Learning on Riemannian Manifolds with Differential Privacy. CoRR Zhenwei Huang, Wen Huang, Pratik Jawanpuria, Bamdev Mishra
2024	J	`jnl`	Revisiting stochastic submodular maximization with cardinality constraint: A bandit perspective. Trans. Mach. Learn. Res. Pratik Jawanpuria, Bamdev Mishra, Karthik S. Gurumoorthy
2024	J	`jnl`	Riemannian Federated Learning via Averaging Gradient Stream. CoRR Zhenwei Huang, Wen Huang, Pratik Jawanpuria, Bamdev Mishra
2024	J	`jnl`	Riemannian block SPD coupling manifold and its application to optimal transport. Mach. Learn. Andi Han, Bamdev Mishra, Pratik Jawanpuria, Junbin Gao
2024	A*	`conf`	Riemannian coordinate descent algorithms on matrix manifolds. ICML Andi Han, Pratik Jawanpuria, Bamdev Mishra
2024	J	`jnl`	Riemannian coordinate descent algorithms on matrix manifolds. CoRR Andi Han, Pratik Jawanpuria, Bamdev Mishra
2024	A*	`conf`	SLTrain: a sparse plus low rank approach for parameter and memory efficient pretraining. NeurIPS Andi Han, Jiaxiang Li, Wei Huang, Mingyi Hong, Akiko Takeda, Pratik Kumar Jawanpuria, Bamdev Mishra
2024	J	`jnl`	SLTrain: a sparse plus low-rank approach for parameter and memory efficient pretraining. CoRR Andi Han, Jiaxiang Li, Wei Huang, Mingyi Hong, Akiko Takeda, Pratik Jawanpuria, Bamdev Mishra
2024	J	`jnl`	Submodular Framework for Structured-Sparse Optimal Transport. CoRR Piyushi Manupriya, Pratik Jawanpuria, Karthik S. Gurumoorthy, Saketha Nath Jagarlapudi, Bamdev Mishra
2024	A*	`conf`	Submodular framework for structured-sparse optimal transport. ICML Piyushi Manupriya, Pratik Jawanpuria, Karthik S. Gurumoorthy, Saketha Nath Jagarlapudi, Bamdev Mishra
2023	J	`jnl`	Improved Differentially Private Riemannian Optimization: Fast Sampling and Variance Reduction. Trans. Mach. Learn. Res. Saiteja Utpala, Andi Han, Pratik Jawanpuria, Bamdev Mishra
2023	—	`conf`	Learning with Symmetric Positive Definite Matrices via Generalized Bures-Wasserstein Geometry. GSI (1) Andi Han, Bamdev Mishra, Pratik Jawanpuria, Junbin Gao
2023	B	`conf`	Light-weight Deep Extreme Multilabel Classification. IJCNN Istasis Mishra, Arpan Dasgupta, Pratik Jawanpuria, Bamdev Mishra, Pawan Kumar
2023	J	`jnl`	Light-weight Deep Extreme Multilabel Classification. CoRR Istasis Mishra, Arpan Dasgupta, Pratik Jawanpuria, Bamdev Mishra, Pawan Kumar
2023	J	`jnl`	Nonconvex-nonconcave min-max optimization on Riemannian manifolds. Trans. Mach. Learn. Res. Andi Han, Bamdev Mishra, Pratik Jawanpuria, Junbin Gao
2023	A	`conf`	Riemannian Accelerated Gradient Methods via Extrapolation. AISTATS Andi Han, Bamdev Mishra, Pratik Jawanpuria, Junbin Gao
2023	J	`jnl`	Riemannian Hamiltonian Methods for Min-Max Optimization on Manifolds. SIAM J. Optim. Andi Han, Bamdev Mishra, Pratik Jawanpuria, Pawan Kumar, Junbin Gao
2022	J	`jnl`	Differentially private Riemannian optimization. CoRR Andi Han, Bamdev Mishra, Pratik Jawanpuria, Junbin Gao
2022	—	`conf`	Generalised Spherical Text Embedding. ICON Souvik Banerjee, Bamdev Mishra, Pratik Jawanpuria, Manish Shrivastava
2022	J	`jnl`	Generalised Spherical Text Embedding. CoRR Souvik Banerjee, Bamdev Mishra, Pratik Jawanpuria, Manish Shrivastava
2022	C	`conf`	ProtoBandit: Efficient Prototype Selection via Multi-Armed Bandits. ACML Arghya Roy Chaudhuri, Pratik Jawanpuria, Bamdev Mishra
2022	J	`jnl`	ProtoBandit: Efficient Prototype Selection via Multi-Armed Bandits. CoRR Arghya Roy Chaudhuri, Pratik Jawanpuria, Bamdev Mishra
2022	J	`jnl`	Riemannian Hamiltonian methods for min-max optimization on manifolds. CoRR Andi Han, Bamdev Mishra, Pratik Jawanpuria, Pawan Kumar, Junbin Gao
2022	J	`jnl`	Riemannian accelerated gradient methods via extrapolation. CoRR Andi Han, Bamdev Mishra, Pratik Jawanpuria, Junbin Gao
2022	J	`jnl`	Rieoptax: Riemannian Optimization in JAX. CoRR Saiteja Utpala, Andi Han, Pratik Jawanpuria, Bamdev Mishra
2021	—	`conf`	Efficient Robust Optimal Transport with Application to Multi-Label Classification. CDC Pratik Jawanpuria, N. T. V. Satya Dev, Bamdev Mishra
2021	J	`jnl`	Manifold optimization for optimal transport. CoRR Bamdev Mishra, N. T. V. Satya Dev, Hiroyuki Kasai, Pratik Jawanpuria
2021	A*	`conf`	On Riemannian Optimization over Positive Definite Matrices with the Bures-Wasserstein Geometry. NeurIPS Andi Han, Bamdev Mishra, Pratik Kumar Jawanpuria, Junbin Gao
2021	J	`jnl`	On Riemannian Optimization over Positive Definite Matrices with the Bures-Wasserstein Geometry. CoRR Andi Han, Bamdev Mishra, Pratik Jawanpuria, Junbin Gao
2021	—	`conf`	SPOT: A Framework for Selection of Prototypes Using Optimal Transport. ECML/PKDD (4) Karthik S. Gurumoorthy, Pratik Jawanpuria, Bamdev Mishra
2021	J	`jnl`	SPOT: A framework for selection of prototypes using optimal transport. CoRR Karthik S. Gurumoorthy, Pratik Jawanpuria, Bamdev Mishra
2020	—	`conf`	A Simple Approach to Learning Unsupervised Multilingual Embeddings. EMNLP (1) Pratik Jawanpuria, Mayank Meghwanshi, Bamdev Mishra
2020	J	`jnl`	A Simple Approach to Learning Unsupervised Multilingual Embeddings. CoRR Pratik Jawanpuria, Mayank Meghwanshi, Bamdev Mishra
2020	J	`jnl`	Efficient robust optimal transport: formulations and algorithms. CoRR Pratik Jawanpuria, N. T. V. Satya Dev, Bamdev Mishra
2020	J	`jnl`	Geometry-aware Domain Adaptation for Unsupervised Alignment of Word Embeddings. CoRR Pratik Jawanpuria, Mayank Meghwanshi, Bamdev Mishra
2020	A*	`conf`	Geometry-aware domain adaptation for unsupervised alignment of word embeddings. ACL Pratik Jawanpuria, Mayank Meghwanshi, Bamdev Mishra
2020	—	`conf`	Learning Geometric Word Meta-Embeddings. RepL4NLP@ACL Pratik Jawanpuria, N. T. V. Satya Dev, Anoop Kunchukuttan, Bamdev Mishra
2020	J	`jnl`	Learning Geometric Word Meta-Embeddings. CoRR Pratik Jawanpuria, N. T. V. Satya Dev, Anoop Kunchukuttan, Bamdev Mishra
2019	J	`jnl`	A Riemannian gossip approach to subspace learning on Grassmann manifold. Mach. Learn. Bamdev Mishra, Hiroyuki Kasai, Pratik Jawanpuria, Atul Saroop
2019	J	`jnl`	Adaptive stochastic gradient algorithms on Riemannian manifolds. CoRR Hiroyuki Kasai, Pratik Jawanpuria, Bamdev Mishra
2019	A*	`conf`	Detection of Review Abuse via Semi-Supervised Binary Multi-Target Tensor Decomposition. KDD Anil R. Yelundur, Vineet Chaoji, Bamdev Mishra
2019	J	`jnl`	Detection of Review Abuse via Semi-Supervised Binary Multi-Target Tensor Decomposition. CoRR Anil R. Yelundur, Vineet Chaoji, Bamdev Mishra
2019	J	`jnl`	Learning Multilingual Word Embeddings in Latent Metric Space: A Geometric Approach. Trans. Assoc. Comput. Linguistics Pratik Jawanpuria, Arjun Balgovind, Anoop Kunchukuttan, Bamdev Mishra
2019	—	`conf`	Low-rank approximations of hyperbolic embeddings. CDC Pratik Jawanpuria, Mayank Meghwanshi, Bamdev Mishra
2019	J	`jnl`	Low-rank approximations of hyperbolic embeddings. CoRR Pratik Jawanpuria, Mayank Meghwanshi, Bamdev Mishra
2019	J	`jnl`	Riemannian Stochastic Variance Reduced Gradient Algorithm with Retraction and Vector Transport. SIAM J. Optim. Hiroyuki Sato, Hiroyuki Kasai, Bamdev Mishra
2019	A*	`conf`	Riemannian adaptive stochastic gradient algorithms on matrix manifolds. ICML Hiroyuki Kasai, Pratik Jawanpuria, Bamdev Mishra
2019	J	`jnl`	Riemannian joint dimensionality reduction and dictionary learning on symmetric positive definite manifold. CoRR Hiroyuki Kasai, Bamdev Mishra
2019	J	`jnl`	Riemannian optimization on the simplex of positive definite matrices. CoRR Bamdev Mishra, Hiroyuki Kasai, Pratik Jawanpuria
2018	A*	`conf`	A Dual Framework for Low-rank Tensor Completion. NeurIPS Madhav Nimishakavi, Pratik Kumar Jawanpuria, Bamdev Mishra
2018	—	`conf`	A Unified Framework for Domain Adaptation Using Metric Learning on Manifolds. ECML/PKDD (2) Sridhar Mahadevan, Bamdev Mishra, Shalini Ghosh
2018	J	`jnl`	A Unified Framework for Domain Adaptation using Metric Learning on Manifolds. CoRR Sridhar Mahadevan, Bamdev Mishra, Shalini Ghosh
2018	A*	`conf`	A Unified Framework for Structured Low-rank Matrix Learning. ICML Pratik Jawanpuria, Bamdev Mishra
2018	J	`jnl`	Bayesian Semi-Supervised Tensor Decomposition using Natural Gradients for Anomaly Detection. CoRR Anil R. Yelundur, Srinivasan H. Sengamedu, Bamdev Mishra
2018	A	`conf`	Inductive Framework for Multi-Aspect Streaming Tensor Completion with Side Information. CIKM Madhav Nimishakavi, Bamdev Mishra, Manish Gupta, Partha Pratim Talukdar
2018	J	`jnl`	Inductive Framework for Multi-Aspect Streaming Tensor Completion with Side Information. CoRR Madhav Nimishakavi, Bamdev Mishra, Manish Gupta, Partha Pratim Talukdar
2018	A*	`conf`	Inexact trust-region algorithms on Riemannian manifolds. NeurIPS Hiroyuki Kasai, Bamdev Mishra
2018	J	`jnl`	Learning Multilingual Word Embeddings in Latent Metric Space: A Geometric Approach. CoRR Pratik Jawanpuria, Arjun Balgovind, Anoop Kunchukuttan, Bamdev Mishra
2018	J	`jnl`	Low-rank geometric mean metric learning. CoRR Mukul Bhutani, Pratik Jawanpuria, Hiroyuki Kasai, Bamdev Mishra
2018	J	`jnl`	McTorch, a manifold optimization library for deep learning. CoRR Mayank Meghwanshi, Pratik Jawanpuria, Anoop Kunchukuttan, Hiroyuki Kasai, Bamdev Mishra
2018	A*	`conf`	Riemannian Stochastic Recursive Gradient Algorithm with Retraction and Vector Transport and Its Convergence Analysis. ICML Hiroyuki Kasai, Hiroyuki Sato, Bamdev Mishra
2018	—	`conf`	Riemannian joint dimensionality reduction and dictionary learning on symmetric positive definite manifolds. EUSIPCO Hiroyuki Kasai, Bamdev Mishra
2018	A	`conf`	Riemannian stochastic quasi-Newton algorithm with variance reduction and its convergence analysis. AISTATS Hiroyuki Kasai, Hiroyuki Sato, Bamdev Mishra
2017	J	`jnl`	A Dual Framework for Low-rank Tensor Completion. CoRR Madhav Nimishakavi, Pratik Jawanpuria, Bamdev Mishra
2017	J	`jnl`	A Riemannian gossip approach to decentralized subspace learning on Grassmann manifold. CoRR Bamdev Mishra, Hiroyuki Kasai, Pratik Jawanpuria, Atul Saroop
2017	J	`jnl`	A Saddle Point Approach to Structured Low-rank Matrix Learning in Large-scale Applications. CoRR Pratik Jawanpuria, Bamdev Mishra
2017	—	`conf`	A Sparse and Low-Rank Optimization Framework for Network Topology Control in Dense Fog-RAN. VTC Spring Yuanming Shi, Bamdev Mishra, Xuan Liu, Wei Chen
2017	J	`jnl`	A two-dimensional decomposition approach for matrix completion through gossip. CoRR Mukul Bhutani, Bamdev Mishra
2017	J	`jnl`	Riemannian stochastic quasi-Newton algorithm with variance reduction and its convergence analysis. CoRR Hiroyuki Kasai, Hiroyuki Sato, Bamdev Mishra
2017	J	`jnl`	Riemannian stochastic variance reduced gradient. CoRR Hiroyuki Sato, Hiroyuki Kasai, Bamdev Mishra
2017	J	`jnl`	Topological Interference Management With User Admission Control via Riemannian Optimization. IEEE Trans. Wirel. Commun. Yuanming Shi, Bamdev Mishra, Wei Chen
2016	J	`jnl`	A Riemannian gossip approach to decentralized matrix completion. CoRR Bamdev Mishra, Hiroyuki Kasai, Atul Saroop
2016	J	`jnl`	A Sparse and Low-Rank Optimization Framework for Index Coding via Riemannian Optimization. CoRR Yuanming Shi, Bamdev Mishra
2016	J	`jnl`	Heterogeneous Tensor Decomposition for Clustering via Manifold Optimization. IEEE Trans. Pattern Anal. Mach. Intell. Yanfeng Sun, Junbin Gao, Xia Hong, Bamdev Mishra, Baocai Yin
2016	A*	`conf`	Low-rank tensor completion: a Riemannian manifold preconditioning approach. ICML Hiroyuki Kasai, Bamdev Mishra
2016	J	`jnl`	Low-rank tensor completion: a Riemannian manifold preconditioning approach. CoRR Hiroyuki Kasai, Bamdev Mishra
2016	J	`jnl`	Riemannian Preconditioning. SIAM J. Optim. Bamdev Mishra, Rodolphe Sepulchre
2016	J	`jnl`	Riemannian stochastic variance reduced gradient on Grassmann manifold. CoRR Hiroyuki Kasai, Hiroyuki Sato, Bamdev Mishra
2016	—	`conf`	Scaled stochastic gradient descent for low-rank matrix completion. CDC Bamdev Mishra, Rodolphe Sepulchre
2016	J	`jnl`	Scaled stochastic gradient descent for low-rank matrix completion. CoRR Bamdev Mishra, Rodolphe Sepulchre
2016	J	`jnl`	Topological Interference Management with User Admission Control via Riemannian Optimization. CoRR Yuanming Shi, Bamdev Mishra
2015	J	`jnl`	Heterogeneous Tensor Decomposition for Clustering via Manifold Optimization. CoRR Yanfeng Sun, Junbin Gao, Xia Hong, Bamdev Mishra, Baocai Yin
2015	J	`jnl`	Riemannian preconditioning for tensor completion. CoRR Hiroyuki Kasai, Bamdev Mishra
2015	—	`conf`	Sparse plus low-rank autoregressive identification in neuroimaging time series. CDC Raphaël Liégeois, Bamdev Mishra, Mattia Zorzi, Rodolphe Sepulchre
2015	J	`jnl`	Sparse plus low-rank autoregressive identification in neuroimaging time series. CoRR Raphaël Liégeois, Bamdev Mishra, Mattia Zorzi, Rodolphe Sepulchre
2015	J	`jnl`	Symmetry-invariant optimization in deep networks. CoRR Vijay Badrinarayanan, Bamdev Mishra, Roberto Cipolla
2015	J	`jnl`	Understanding symmetries in deep networks. CoRR Vijay Badrinarayanan, Bamdev Mishra, Roberto Cipolla
2014	J	`jnl`	Fixed-rank matrix factorizations and Riemannian low-rank optimization. Comput. Stat. Bamdev Mishra, Gilles Meyer, Silvère Bonnabel, Rodolphe Sepulchre
2014	J	`jnl`	Manopt, a matlab toolbox for optimization on manifolds. J. Mach. Learn. Res. Nicolas Boumal, Bamdev Mishra, Pierre-Antoine Absil, Rodolphe Sepulchre
2014	J	`jnl`	Proceedings of the second "international Traveling Workshop on Interactions between Sparse models and Technology" (iTWIST'14). CoRR Laurent Jacques, Christophe De Vleeschouwer, Yannick Boursier, Prasad Sudhakar, C. De Mol, Aleksandra Pizurica, Sandrine Anthoine, Pierre Vandergheynst, Pascal Frossard, Cagdas Bilen, Srdan Kitic, Nancy Bertin, Rémi Gribonval, Nicolas Boumal, Bamdev Mishra, Pierre-Antoine Absil, Rodolphe Sepulchre, Shaun Bundervoet, Colas Schretter, Ann Dooms, Peter Schelkens, Olivier Chabiron, François Malgouyres, Jean-Yves Tourneret, Nicolas Dobigeon, Pierre Chainais, Cédric Richard, Bruno Cornelis, Ingrid Daubechies, David B. Dunson, Marie Danková, Pavel Rajmic, Kévin Degraux, Valerio Cambareri, Bert Geelen, Gauthier Lafruit, Gianluca Setti, Jean-François Determe, Jérôme Louveaux, François Horlin, Angélique Drémeau, Patrick Héas, Cédric Herzet, Vincent Duval, Gabriel Peyré, Alhussein Fawzi, Mike E. Davies, Nicolas Gillis, Stephen A. Vavasis, Charles Soussen, Luc Le Magoarou, Jingwei Liang, Jalal Fadili, Antoine Liutkus, David Martina, Sylvain Gigan, Laurent Daudet, Mauro Maggioni, Stanislav Minsker, Nate Strawn, C. Mory, Fred Maurice Ngolè Mboula, Jean-Luc Starck, Ignace Loris, Samuel Vaiter, Mohammad Golbabaee, Dejan Vukobratovic
2014	—	`conf`	R3MC: A Riemannian three-factor algorithm for low-rank matrix completion. CDC Bamdev Mishra, Rodolphe Sepulchre
2013	J	`jnl`	Low-Rank Optimization with Trace Norm Penalty. SIAM J. Optim. Bamdev Mishra, Gilles Meyer, Francis R. Bach, Rodolphe Sepulchre
2013	J	`jnl`	Low-rank optimization for distance matrix completion CoRR Bamdev Mishra, Gilles Meyer, Rodolphe Sepulchre
2013	J	`jnl`	Manopt, a Matlab toolbox for optimization on manifolds. CoRR Nicolas Boumal, Bamdev Mishra, Pierre-Antoine Absil, Rodolphe Sepulchre
2013	J	`jnl`	R3MC: A Riemannian three-factor algorithm for low-rank matrix completion. CoRR Bamdev Mishra, Rodolphe Sepulchre
2012	J	`jnl`	A Riemannian geometry for low-rank matrix completion CoRR Bamdev Mishra, K. Adithya Apuroop, Rodolphe Sepulchre
2012	J	`jnl`	Fixed-rank matrix factorizations and Riemannian low-rank optimization CoRR Bamdev Mishra, Gilles Meyer, Silvère Bonnabel, Rodolphe Sepulchre
2011	—	`conf`	Low-rank optimization for distance matrix completion. CDC/ECC Bamdev Mishra, Gilles Meyer, Rodolphe Sepulchre
2011	J	`jnl`	Low-rank optimization with trace norm penalty CoRR Bamdev Mishra, Gilles Meyer, Francis R. Bach, Rodolphe Sepulchre