Publications

This is our catalog of publications authored by IBM researchers, in collaboration with the global research community. It’s an ever-growing body of work that shows why IBM is one of the most important contributors to modern computing.

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56 results at JMLR

Subspace embeddings and l_p-regression using exponential random variables
- - David P. Woodruff
  - Qin Zhang
- 2013
- JMLR
Central limit theorems for conditional Markov chains
- - Mathieu Sinn
  - Bei Chen
- 2013
- JMLR
Unsupervised link selection in networks
- - Quanquan Gu
  - Charu Aggarwal
  - et al.
- 2013
- JMLR
Learning using local membership queries
- - Pranjal Awasthi
  - Vitaly Feldman
  - et al.
- 2013
- JMLR
Representation, approximation and learning of submodular functions using low-rank decision trees
- - Vitaly Feldman
  - Pravesh Kothari
  - et al.
- 2013
- JMLR
Algorithms and hardness for robust subspace recovery
- - Moritz Hardt
  - Ankur Moitra
- 2013
- JMLR
Fast approximation of matrix coherence and statistical leverage
- - Petros Drineas
  - Malik Magdon-Ismail
  - et al.
- 2012
- JMLR
Learning DNF expressions from fourier spectrum
- - Vitaly Feldman
- 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