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

Machine Learning

1320 results for Machine Learning

Noise Estimation Using Density Estimation for Self-Supervised Multimodal Learning
- - Elad Amrani
  - Rami Ben-Ari
  - et al.
- 2021
- AAAI 2021
Adaptive Verifiable Training Using Pairwise Class Similarity
- - Shiqi Wang
  - Kevin Eykholt
  - et al.
- 2021
- AAAI 2021
Relation-aware Graph Attention Model with Adaptive Self-adversarial Training
- - Xiao Qin
  - Nasrullah Sheikh
  - et al.
- 2021
- AAAI 2021
Augmenting Policy Learning with Routines Discovered from a Demonstration
- - Zelin Zhao
  - Chuang Gan
  - et al.
- 2021
- AAAI 2021
Fast Training of Provably Robust Neural Networks by SingleProp
- - Akhilan Boopathy
  - Tsui-Wei Weng
  - et al.
- 2021
- AAAI 2021
Type-augmented Relation Prediction in Knowledge Graphs
- - Zijun Cui
  - Pavan Kapanipathi
  - et al.
- 2021
- AAAI 2021
Differentially Private Stochastic Coordinate Descent
- - Georgios Damaskinos
  - Celestine Mendler-Dünner
  - et al.
- 2021
- AAAI 2021
Second Order Techniques for Learning Time-Series with Structural Breaks
- - Takayuki Osogami
- 2021
- AAAI 2021
Learning Prediction Intervals for Model Performance
- - Benjamin Elder
  - Matthew Arnold
  - et al.
- 2021
- AAAI 2021
Submodel Decomposition Bounds for Influence Diagrams
- - Junkyu Lee
  - Radu Marinescu
  - et al.
- 2021
- AAAI 2021