Submodular Framework for Structured-Sparse Optimal Transport
Piyushi Manupriya, Pratik Jawanpuria, Karthik S. Gurumoorthy, S. Jagarlapudi, Bamdev Mishra
ICML 2024 | June 2024
Bamdev Mishra
Principal Applied Scientist
Publications
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SLTrain: a sparse plus low-rank approach for parameter and memory efficient pretraining
Andi Han, Jiaxiang Li, Wei Huang, Mingyi Hong, Akiko Takeda, Pratik Jawanpuria, Bamdev Mishra
NeurIPS 2024 | June 2024
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Riemannian coordinate descent algorithms on matrix manifolds
Andi Han, Pratik Jawanpuria, Bamdev Mishra
ICML 2024 | June 2024
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A Framework for Bilevel Optimization on Riemannian Manifolds
Andi Han, Bamdev Mishra, Pratik Jawanpuria, Akiko Takeda
NeurIPS 2024 | February 2024
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ProtoBandit: Efficient Prototype Selection via Multi-Armed Bandits
Arghya Roy Chaudhuri, Pratik Jawanpuria, Bamdev Mishra
ACML 2022 | December 2022
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On Riemannian Optimization over Positive Definite Matrices with the Bures-Wasserstein Geometry
Andi Han, Bamdev Mishra, Pratik Kumar Jawanpuria (prjawanp), Junbin Gao
NeurIPS 2021 | December 2021
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A Simple Approach to Learning Unsupervised Multilingual Embeddings
Pratik Jawanpuria, Mayank Meghwanshi, Bamdev Mishra
2020 Empirical Methods in Natural Language Processing | November 2020
DOI Publication Preprint Publication Publication Publication Publication
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Geometry-aware domain adaptation for unsupervised alignment of word embeddings
Pratik Jawanpuria, Mayank Meghwanshi, Bamdev Mishra
ACL 2020 | July 2020
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Learning Multilingual Word Embeddings in Latent Metric Space: A Geometric Approach
Pratik Jawanpuria, Arjun Balgovind, Anoop Kunchukuttan, Bamdev Mishra
Transactions of the Association for Computational Linguistics | April 2019, Vol 7: pp. 107-120
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Submodular Framework for Structured-Sparse Optimal Transport
Piyushi Manupriya, Pratik Jawanpuria, Karthik S. Gurumoorthy, S. Jagarlapudi, Bamdev Mishra
ICML 2024 | June 2024
-
SLTrain: a sparse plus low-rank approach for parameter and memory efficient pretraining
Andi Han, Jiaxiang Li, Wei Huang, Mingyi Hong, Akiko Takeda, Pratik Jawanpuria, Bamdev Mishra
NeurIPS 2024 | June 2024
-
Riemannian coordinate descent algorithms on matrix manifolds
Andi Han, Pratik Jawanpuria, Bamdev Mishra
ICML 2024 | June 2024
-
A Framework for Bilevel Optimization on Riemannian Manifolds
Andi Han, Bamdev Mishra, Pratik Jawanpuria, Akiko Takeda
NeurIPS 2024 | February 2024
-
ProtoBandit: Efficient Prototype Selection via Multi-Armed Bandits
Arghya Roy Chaudhuri, Pratik Jawanpuria, Bamdev Mishra
ACML 2022 | December 2022
-
On Riemannian Optimization over Positive Definite Matrices with the Bures-Wasserstein Geometry
Andi Han, Bamdev Mishra, Pratik Kumar Jawanpuria (prjawanp), Junbin Gao
NeurIPS 2021 | December 2021
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A Simple Approach to Learning Unsupervised Multilingual Embeddings
Pratik Jawanpuria, Mayank Meghwanshi, Bamdev Mishra
2020 Empirical Methods in Natural Language Processing | November 2020
DOI Publication Preprint Publication Publication Publication Publication
-
Geometry-aware domain adaptation for unsupervised alignment of word embeddings
Pratik Jawanpuria, Mayank Meghwanshi, Bamdev Mishra
ACL 2020 | July 2020
-
Learning Multilingual Word Embeddings in Latent Metric Space: A Geometric Approach
Pratik Jawanpuria, Arjun Balgovind, Anoop Kunchukuttan, Bamdev Mishra
Transactions of the Association for Computational Linguistics | April 2019, Vol 7: pp. 107-120
-
-
-
Geometry-aware domain adaptation for unsupervised alignment of word embeddings
Pratik Jawanpuria, Mayank Meghwanshi, Bamdev Mishra
ACL 2020 | July 2020
-
-
-
Submodular Framework for Structured-Sparse Optimal Transport
Piyushi Manupriya, Pratik Jawanpuria, Karthik S. Gurumoorthy, S. Jagarlapudi, Bamdev Mishra
ICML 2024 | June 2024
-
SLTrain: a sparse plus low-rank approach for parameter and memory efficient pretraining
Andi Han, Jiaxiang Li, Wei Huang, Mingyi Hong, Akiko Takeda, Pratik Jawanpuria, Bamdev Mishra
NeurIPS 2024 | June 2024
-
Riemannian coordinate descent algorithms on matrix manifolds
Andi Han, Pratik Jawanpuria, Bamdev Mishra
ICML 2024 | June 2024
-
A Framework for Bilevel Optimization on Riemannian Manifolds
Andi Han, Bamdev Mishra, Pratik Jawanpuria, Akiko Takeda
NeurIPS 2024 | February 2024
-
ProtoBandit: Efficient Prototype Selection via Multi-Armed Bandits
Arghya Roy Chaudhuri, Pratik Jawanpuria, Bamdev Mishra
ACML 2022 | December 2022
-
On Riemannian Optimization over Positive Definite Matrices with the Bures-Wasserstein Geometry
Andi Han, Bamdev Mishra, Pratik Kumar Jawanpuria (prjawanp), Junbin Gao
NeurIPS 2021 | December 2021
-
A Simple Approach to Learning Unsupervised Multilingual Embeddings
Pratik Jawanpuria, Mayank Meghwanshi, Bamdev Mishra
2020 Empirical Methods in Natural Language Processing | November 2020
DOI Publication Preprint Publication Publication Publication Publication
-
Geometry-aware domain adaptation for unsupervised alignment of word embeddings
Pratik Jawanpuria, Mayank Meghwanshi, Bamdev Mishra
ACL 2020 | July 2020
-
-
-
Learning Multilingual Word Embeddings in Latent Metric Space: A Geometric Approach
Pratik Jawanpuria, Arjun Balgovind, Anoop Kunchukuttan, Bamdev Mishra
Transactions of the Association for Computational Linguistics | April 2019, Vol 7: pp. 107-120
-