Computational limits for Matrix Completion
- Moritz Hardt
- Raghu Meka
- et al.
- 2014
- JMLR
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56 results at JMLR
Fast Matrix Completion without the condition number
- Moritz Hardt
- Mary Wootters
- 2014
- JMLR
Principal component analysis and higher correlations for distributed data
- Ravindran Kannan
- Santosh S. Vempala
- et al.
- 2014
- JMLR
Learning coverage functions and private release of marginals
- Vitaly Feldman
- Pravesh Kothari
- 2014
- JMLR
Sequential crowdsourced labeling as an epsilon-greedy exploration in a Markov Decision Process
- Vikas C. Raykar
- Priyanka Agrawal
- 2014
- JMLR
Sample complexity bounds on differentially private learning via communication complexity
- Vitaly Feldman
- David Xiao
- 2014
- JMLR
Sparse/robust estimation and kalman smoothing with nonsmooth log-concave densities: Modeling, computation, and theory
- Aleksandr Y. Aravkin
- James V. Burke
- et al.
- 2013
- JMLR
Semi-supervised learning using greedy max-cut
- Jun Wang
- Tony Jebara
- et al.
- 2013
- JMLR
A parallel, block greedy method for sparse inverse covariance estimation for ultra-high dimensions
- Prabhanjan Kambadur
- Aurélie Lozano
- 2013
- JMLR
Random projections for support vector machines
- Saurabh Paul
- Christos Boutsidis
- et al.
- 2013
- JMLR