A parallel, block greedy method for sparse inverse covariance estimation for ultra-high dimensions
- Prabhanjan Kambadur
- Aurélie Lozano
- 2013
- JMLR
Publications
57 results at JMLR
Central limit theorems for conditional Markov chains
- Mathieu Sinn
- Bei Chen
- 2013
- JMLR
Algorithms and hardness for robust subspace recovery
- Moritz Hardt
- Ankur Moitra
- 2013
- JMLR
Representation, approximation and learning of submodular functions using low-rank decision trees
- Vitaly Feldman
- Pravesh Kothari
- et al.
- 2013
- JMLR
Fast approximation of matrix coherence and statistical leverage
- Petros Drineas
- Malik Magdon-Ismail
- et al.
- 2012
- JMLR
Commentary "on online optimization with gradual variations"
- Satyen Kale
- 2012
- JMLR
Computational bounds on statistical query learning
- Vitaly Feldman
- Varun Kanade
- 2012
- JMLR
Variable selection for Gaussian graphical models
- Jean Honorio
- Dimitris Samaras
- et al.
- 2012
- JMLR
Learning DNF expressions from fourier spectrum
- Vitaly Feldman
- 2012
- JMLR
History-alignment models for bias-aware prediction of virological response to HIV combination therapy
- Jasmina Bogojeska
- Daniel Stöckel
- et al.
- 2012
- JMLR