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.

Date

Start

End

Featured collections

Popular topics

56 results at JMLR

Generalization error bounds for Bayesian mixture algorithms
- - Ron Meir
  - Tong Zhang
- 2004
- JMLR
Greedy algorithms for classification - Consistency, convergence rates, and adaptivity
- - Shie Mannor
  - Ron Meir
  - et al.
- 2004
- JMLR
Limitations of learning via embeddings in Euclidean half spaces
- - Shai Ben-David
  - Nadav Eiron
  - et al.
- 2003
- JMLR
Predicting preference reversals via Gaussian process uncertainty aversion
- - Rikiya Takahashi
  - Tetsuro Morimura
- 2015
- JMLR
Sensor selection for crowdsensing dynamical systems
- - François Schnitzler
  - Jia Yuan
  - et al.
- 2015
- JMLR
Scalable nonparametric multiway data analysis
- - Shandian Zhe
  - Zenglin Xu
  - et al.
- 2015
- JMLR
A consistent method for graph based anomaly localization
- - Satoshi Hara
  - Tetsuro Morimura
  - et al.
- 2015
- JMLR
Efficient and accurate methods for updating generalized linear models with multiple feature additions
- - Amit Dhurandhar
  - Marek Petrik
- 2014
- JMLR
Convex vs non-convex estimators for regression and sparse estimation: The Mean Squared Error properties of ARD and GLasso
- - Aleksandr Aravkin
  - James V. Burke
  - et al.
- 2014
- JMLR
Open problem: The statistical query complexity of learning sparse halfspaces
- - Vitaly Feldman
- 2014
- JMLR