Pratik Jawanpuria

Learning Multilingual Word Embeddings in Latent Metric Space: A Geometric Approach

Pratik Jawanpuria, Arjun Balgovind, Anoop Kunchukuttan et al. · Transactions of the Association for Computational Linguistics · 2019 · 79 citations · Full text

Multilingual Word Embeddings, Engineering, Machine Learning +20

On p-norm Path Following in Multiple Kernel Learning for Non-linear Feature Selection

Pratik Jawanpuria, Manik Varma, Saketha Nath · International Conference on Machine Learning · 2014 · 27 citations

McTorch, a manifold optimization library for deep learning

Mayank Meghwanshi, Pratik Jawanpuria, Anoop Kunchukuttan et al. · arXiv (Cornell University) · 2018 · 24 citations · Full text

Geometric Learning, Image Analysis, Machine Learning +15

Riemannian adaptive stochastic gradient algorithms on matrix manifolds

Hiroyuki Kasai, Pratik Jawanpuria, Bamdev Mishra · arXiv (Cornell University) · 2019 · 23 citations · Full text

Mathematical Programming, Euclidean Space, Engineering +13

Generalized hierarchical kernel learning

Pratik Jawanpuria, J. Saketha Nath, Ganesh Ramakrishnan · Journal of Machine Learning Research · 2015 · 21 citations

Artificial Intelligence, Engineering, Machine Learning +17