Karthik Mohan
Karthik Mohan
Research Scientist, Facebook, Redmond. Formerly RS at Amazon. Phd in EE (ML focus), Udub, Seattle
Verified email at uw.edu
Cited by
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Iterative reweighted algorithms for matrix rank minimization
K Mohan, M Fazel
The Journal of Machine Learning Research 13 (1), 3441-3473, 2012
Reweighted nuclear norm minimization with application to system identification
K Mohan, M Fazel
Proceedings of the 2010 American Control Conference, 2953-2959, 2010
Node-based learning of multiple gaussian graphical models
K Mohan, P London, M Fazel, D Witten, SI Lee
The Journal of Machine Learning Research 15 (1), 445-488, 2014
A simplified approach to recovery conditions for low rank matrices
S Oymak, K Mohan, M Fazel, B Hassibi
2011 IEEE International Symposium on Information Theory Proceedings, 2318-2322, 2011
Learning graphical models with hubs
KM Tan, P London, K Mohan, SI Lee, M Fazel, D Witten
arXiv preprint arXiv:1402.7349, 2014
Structured learning of Gaussian graphical models
K Mohan, MJY Chung, S Han, D Witten, SI Lee, M Fazel
Advances in neural information processing systems 2012, 629, 2012
New restricted isometry results for noisy low-rank recovery
K Mohan, M Fazel
2010 IEEE International Symposium on Information Theory, 1573-1577, 2010
Online bipartite matching with partially-bandit feedback
K Mohan, O Dekel
Proceedings of NIPS workshop on Discrete optimization in Machine Learning …, 2011
Learning structured matrices in high dimensions: Low rank estimation and structured graphical models
K Mohan
Best Practices for Data-Efficient Modeling in NLG: How to Train Production-Ready Neural Models with Less Data
A Arun, S Batra, V Bhardwaj, A Challa, P Donmez, P Heidari, H Inan, ...
arXiv preprint arXiv:2011.03877, 2020
ADMM Algorithm for Graphical Lasso with an Element-wise Norm Constraint
K Mohan
arXiv preprint arXiv:1311.7198, 2013
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