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Dive into the research topics where Pratik Jawanpuria is active.

Publication


Featured researches published by Pratik Jawanpuria.


international conference on machine learning | 2014

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

Pratik Jawanpuria; Manik Varma; J. Saketha Nath


international conference on machine learning | 2011

Efficient Rule Ensemble Learning using Hierarchical Kernels

Pratik Jawanpuria; Saketha N. Jagarlapudi; Ganesh Ramakrishnan


siam international conference on data mining | 2011

Multi-task Multiple Kernel Learning.

Pratik Jawanpuria; Jagarlapudi Saketha Nath


international conference on machine learning | 2012

A Convex Feature Learning Formulation for Latent Task Structure Discovery

Pratik Jawanpuria; Jagarlapudi Saketha Nath


Journal of Machine Learning Research | 2015

Generalized hierarchical kernel learning

Pratik Jawanpuria; Jagarlapudi Saketha Nath; Ganesh Ramakrishnan


arXiv: Learning | 2017

A Riemannian gossip approach to subspace learning on Grassmann manifold

Bamdev Mishra; Hiroyuki Kasai; Pratik Jawanpuria; Atul Saroop


international conference on machine learning | 2018

A Unified Framework for Structured Low-rank Matrix Learning.

Pratik Jawanpuria; Bamdev Mishra


arXiv: Machine Learning | 2018

Structured low-rank matrix learning: algorithms and applications.

Pratik Jawanpuria; Bamdev Mishra


arXiv: Machine Learning | 2018

McTorch, a manifold optimization library for deep learning

Mayank Meghwanshi; Pratik Jawanpuria; Anoop Kunchukuttan; Hiroyuki Kasai; Bamdev Mishra


arXiv: Learning | 2018

Low-rank geometric mean metric learning.

Mukul Bhutani; Pratik Jawanpuria; Hiroyuki Kasai; Bamdev Mishra

Collaboration


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Hiroyuki Kasai

University of Electro-Communications

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Jagarlapudi Saketha Nath

Indian Institute of Technology Bombay

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Ganesh Ramakrishnan

Indian Institute of Technology Bombay

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J. Saketha Nath

Indian Institute of Technology Bombay

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Saketha N. Jagarlapudi

Indian Institute of Technology Bombay

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