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Karthik Mohan
Karthik Mohan
Affiliate Professor, University of Washington Seattle. Research Scientist, Facebook, Redmond
Bestätigte E-Mail-Adresse bei uw.edu
Titel
Zitiert von
Zitiert von
Jahr
Iterative reweighted algorithms for matrix rank minimization
K Mohan, M Fazel
The Journal of Machine Learning Research 13 (1), 3441-3473, 2012
5022012
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
2242014
Reweighted nuclear norm minimization with application to system identification
K Mohan, M Fazel
Proceedings of the 2010 American Control Conference, 2953-2959, 2010
1902010
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
1102011
Learning graphical models with hubs
KM Tan, P London, K Mohan, SI Lee, M Fazel, D Witten
arXiv preprint arXiv:1402.7349, 2014
1082014
Structured learning of Gaussian graphical models
K Mohan, M Chung, S Han, D Witten, SI Lee, M Fazel
Advances in neural information processing systems 25, 2012
932012
New restricted isometry results for noisy low-rank recovery
K Mohan, M Fazel
2010 IEEE International Symposium on Information Theory, 1573-1577, 2010
562010
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
102020
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
22015
ADMM algorithm for graphical lasso with an l∞ element-wise norm constraint
K Mohan
arXiv preprint arXiv:1311.7198, 2013
12013
ADMM Algorithm for Graphical Lasso with an Element-wise Norm Constraint
K Mohan
arXiv preprint arXiv:1311.7198, 2013
2013
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