Submodular Framework for Structured-Sparse Optimal Transport
Piyushi Manupriya, Pratik Jawanpuria, Karthik S. Gurumoorthy, S. Jagarlapudi, Bamdev Mishra
ICML 2024 | June 2024
Pratik Jawanpuria
Principal Applied Scientist
Publications
Publications by Year
-
Riemannian coordinate descent algorithms on matrix manifolds
Andi Han, Pratik Jawanpuria, Bamdev Mishra
ICML 2024 | June 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
Publications by Research Area
-
Submodular Framework for Structured-Sparse Optimal Transport
Piyushi Manupriya, Pratik Jawanpuria, Karthik S. Gurumoorthy, S. Jagarlapudi, Bamdev Mishra
ICML 2024 | June 2024
Riemannian coordinate descent algorithms on matrix manifolds
Andi Han, Pratik Jawanpuria, Bamdev Mishra
ICML 2024 | June 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
-
Geometry-aware domain adaptation for unsupervised alignment of word embeddings
Pratik Jawanpuria, Mayank Meghwanshi, Bamdev Mishra
ACL 2020 | July 2020
Publications by Type
-
Submodular Framework for Structured-Sparse Optimal Transport
Piyushi Manupriya, Pratik Jawanpuria, Karthik S. Gurumoorthy, S. Jagarlapudi, Bamdev Mishra
ICML 2024 | June 2024
Riemannian coordinate descent algorithms on matrix manifolds
Andi Han, Pratik Jawanpuria, Bamdev Mishra
ICML 2024 | June 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