B. Mishra, N. T. V. Satya Dev, H. Kasai, and P. Jawanpuria. Manifold optimization for optimal transport.
Technical Report, arXiv 2021
[arXiv] [MOT]

P. Jawanpuria, N. T. V. Satya Dev, and B. Mishra. Efficient optimal transport using feature correlations.
Under Review at IEEE CDC 2021
[arXiv] [ROT4C]

P. Jawanpuria, N. T. V. Satya Dev, and B. Mishra. Efficient robust optimal transport: formulations and algorithms (A short version of above work).
Workshop on Optimization for Machine Learning (OPT2020) at NeurIPS 2020

P. Jawanpuria, N. T. V. Satya Dev, A. Kunchukuttan, and B. Mishra. Learning Geometric Word Meta-Embeddings.
In Proceedings of the 5th Workshop on Representation Learning for NLP (RepL4NLP-2020), co-located with ACL 2020.
[ACL] [GWME]

Contributions

GeoIMC: Geometery Aware Inductive Matrix Completion algorithm
Microsoft’s Recommender Systems (2020)
[GITHUB] [GeoIMC]