Publications

58 results at JMLR

Representation, approximation and learning of submodular functions using low-rank decision trees
- - Vitaly Feldman
  - Pravesh Kothari
  - et al.
- 2013
- JMLR
Paper
Random projections for support vector machines
- - Saurabh Paul
  - Christos Boutsidis
  - et al.
- 2013
- JMLR
Paper
Subspace embeddings and l_p-regression using exponential random variables
- - David P. Woodruff
  - Qin Zhang
- 2013
- JMLR
Paper
Central limit theorems for conditional Markov chains
- - Mathieu Sinn
  - Bei Chen
- 2013
- JMLR
Paper
Learning using local membership queries
- - Pranjal Awasthi
  - Vitaly Feldman
  - et al.
- 2013
- JMLR
Paper
Fast approximation of matrix coherence and statistical leverage
- - Petros Drineas
  - Malik Magdon-Ismail
  - et al.
- 2012
- JMLR
Paper
Computational bounds on statistical query learning
- - Vitaly Feldman
  - Varun Kanade
- 2012
- JMLR
Paper
Commentary "on online optimization with gradual variations"
- - Satyen Kale
- 2012
- JMLR
Paper
Learning DNF expressions from fourier spectrum
- - Vitaly Feldman
- 2012
- JMLR
Paper
Variable selection for Gaussian graphical models
- - Jean Honorio
  - Dimitris Samaras
  - et al.
- 2012
- JMLR
Paper