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

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
Analyzing federated learning through an adversarial lens
- - Arjun Nitin Bhagoji
  - Supriyo Chakraborty
  - et al.
- 2019
- ICML 2019
Scalable fair clustering
- - Arturs Backurs
  - Piotr Indyk
  - et al.
- 2019
- ICML 2019
Programming support for autonomizing software
- - Wen Chuan Lee
  - Peng Liu
  - et al.
- 2019
- PLDI 2019