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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8 results for Pradeep Ravikumar

Closed-form estimators for high-dimensional generalized linear models
- - Eunho Yang
  - Aurelie C. Lozano
  - et al.
- 2015
- NeurIPS 2015
QUIC & DIRTY: A quadratic approximation approach for dirty statistical models
- - Cho-Jui Hsieh
  - Inderjit S. Dhillon
  - et al.
- 2014
- NeurIPS 2014
Elementary estimators for graphical models
- - Eunho Yang
  - Aurélie C. Lozano
  - et al.
- 2014
- NeurIPS 2014
Elementary estimators for sparse covariance matrices and other structured moments
- - Eunho Yang
  - Aurelie C. Lozano
  - et al.
- 2014
- ICML 2014
Elementary estimators for high-dimensional linear regression
- - Eunho Yang
  - Aurelie C. Lozano
  - et al.
- 2014
- ICML 2014
Word mover's embedding: From word2vec to document embedding
- - Lingfei Wu
  - Ian En Hsu Yen
  - et al.
- 2018
- EMNLP 2018
XMRF: An R package to fit Markov Networks to high-throughput genetics data
- - Ying-Wooi Wan
  - Genevera I. Allen
  - et al.
- 2016
- BMC Systems Biology
Graphical models via univariate exponential family distributions
- - Eunho Yang
  - Pradeep Ravikumar
  - et al.
- 2015
- JMLR