Publications

56 results at JMLR

Unsupervised link selection in networks
- - Quanquan Gu
  - Charu Aggarwal
  - et al.
- 2013
- JMLR
A parallel, block greedy method for sparse inverse covariance estimation for ultra-high dimensions
- - Prabhanjan Kambadur
  - Aurélie Lozano
- 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
Computational bounds on statistical query learning
- - Vitaly Feldman
  - Varun Kanade
- 2012
- JMLR
Commentary "on online optimization with gradual variations"
- - Satyen Kale
- 2012
- JMLR
History-alignment models for bias-aware prediction of virological response to HIV combination therapy
- - Jasmina Bogojeska
  - Daniel Stöckel
  - et al.
- 2012
- JMLR
Learning DNF expressions from fourier spectrum
- - Vitaly Feldman
- 2012
- JMLR
Variable selection for Gaussian graphical models
- - Jean Honorio
  - Dimitris Samaras
  - et al.
- 2012
- JMLR
Contextual bandit algorithms with supervised learning guarantees
- - Alina Beygelzimer
  - John Langford
  - et al.
- 2011
- JMLR