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.

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Year

Trimming the ₁ regularizer: Statistical analysis, optimization, and applications to deep learning
- - Jihun Yun
  - Peng Zheng
  - et al.
- 2019
- ICML 2019
Bayesian nonparametric federated learning of neural networks
- - Mikhail Yurochkin
  - Mayank Agarwal
  - et al.
- 2019
- ICML 2019
Dirichlet simplex nest and geometric inference
- - Mikhail Yurochkin
  - Aritra Guha
  - et al.
- 2019
- ICML 2019
Collective model fusion for multiple black-box experts
- - Quang Minh Hoang
  - Trong Nghia Hoang
  - et al.
- 2019
- ICML 2019
Fast incremental von neumann graph entropy computation: Theory, algorithm, and applications
- - Pin-Yu Chen
  - Lingfei Wu
  - et al.
- 2019
- ICML 2019
Beyond backprop: Online alternating minimization with auxiliary variables
- - Anna Choromanska
  - Benjamin Cowen
  - et al.
- 2019
- ICML 2019
Characterization of convex objective functions and optimal expected convergence rates for SGD
- - Marten van Dijk
  - Lam Nguyen
  - et al.
- 2019
- ICML 2019
Dimensionality reduction for Tukey regression
- - Kenneth L. Clarkson
  - Ruosong Wang
  - et al.
- 2019
- ICML 2019
Linear-complexity data-parallel earth mover's distance approximations
- - Kubilay Atasu
  - Thomas Mittelholzer
- 2019
- ICML 2019
Dynamic learning with frequent new product launches: A sequential multinomial logit bandit problem
- - Junyu Cao
  - Wei Sun
- 2019
- ICML 2019