Publications

This is our catalog of recent publications authored by IBM researchers, in collaboration with the global research community. We’re currently adding our back catalog of more than 110,000 publications. It’s an ever-growing body of work that shows why IBM is one of the most important contributors to modern computing.

Featured collections

Popular topics

Year

Sparse + Group-sparse dirty models: Statistical guarantees without unreasonable conditions and a case for non-convexity
- - Eunho Yang
  - Aurelie C. Lozano
- 2017
- ICML 2017
Parallel and distributed thompson sampling for large-scale accelerated exploration of chemical space
- - José Miguel Hernández-Lobato
  - James Requeima
  - et al.
- 2017
- ICML 2017
Local-to-global Bayesian network structure learning
- - Tian Gao
  - Kshitij Fadnis
  - et al.
- 2017
- ICML 2017
Identifying best interventions through online importance sampling
- - Rajat Sen
  - Karthikeyan Shanmugam
  - et al.
- 2017
- ICML 2017
MEC: Memory-efficient convolution for deep neural network
- - M. Cho
  - Daniel Brand
- 2017
- ICML 2017
Algorithms for ℓ_p low-rank approximation
- - Flavio Chierichetti
  - Sreenivas Gollapudi
  - et al.
- 2017
- ICML 2017
Identification and model testing in linear structural equation models using auxiliary variables
- - Bryant Chen
  - Daniel Kumor
  - et al.
- 2017
- ICML 2017
McGan: Mean and covariance feature matching GAN
- - Youssef Mroueh
  - Tom Sercu
  - et al.
- 2017
- ICML 2017
Bidirectional learning for time-series models with hidden units
- - Takayuki Osogami
  - Hiroshi Kajino
  - et al.
- 2017
- ICML 2017
Creation and interaction with large-scale domain-specific knowledge bases
- - S. Bharadwaj
  - Laura Chiticariu
  - et al.
- 2017
- VLDB 2017