Karthik Mohan
Karthik Mohan
Research Scientist, Facebook, Redmond. Formerly RS at Amazon. Phd in EE (ML focus), Udub, Seattle
Verified email at uw.edu
Title
Cited by
Cited by
Year
Iterative reweighted algorithms for matrix rank minimization
K Mohan, M Fazel
The Journal of Machine Learning Research 13 (1), 3441-3473, 2012
3882012
Reweighted nuclear norm minimization with application to system identification
K Mohan, M Fazel
Proceedings of the 2010 American Control Conference, 2953-2959, 2010
1542010
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
1532014
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
962011
Learning graphical models with hubs
KM Tan, P London, K Mohan, SI Lee, M Fazel, D Witten
arXiv preprint arXiv:1402.7349, 2014
762014
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
762012
New restricted isometry results for noisy low-rank recovery
K Mohan, M Fazel
2010 IEEE International Symposium on Information Theory, 1573-1577, 2010
472010
Online bipartite matching with partially-bandit feedback
K Mohan, O Dekel
Proceedings of NIPS workshop on Discrete optimization in Machine Learning …, 2011
42011
Learning structured matrices in high dimensions: Low rank estimation and structured graphical models
K Mohan
12015
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
2020
ADMM Algorithm for Graphical Lasso with an Element-wise Norm Constraint
K Mohan
arXiv preprint arXiv:1311.7198, 2013
2013
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