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

Adversarial Examples can be Effective Data Augmentation for Unsupervised Machine Learning
- - Chia-Yi Hsu
  - Pin-Yu Chen
  - et al.
- 2022
- AAAI 2022
Federated Nearest Neighbor Classification with a Colony of Fruit-Flies
- - Parikshit Ram
  - Kaushik Sinha
- 2022
- AAAI 2022
Bandit Limited Discrepancy Search and Application to Machine Learning Pipeline Optimization
- - Akihiro Kishimoto
  - Djallel Bouneffouf
  - et al.
- 2022
- AAAI 2022
Bounding Quality in Diverse Planning
- - Michael Katz
  - Shirin Sohrabi
  - et al.
- 2022
- AAAI 2022
KerGNNs: Interpretable Graph Neural Networks with Graph Kernels
- - Aosong Feng
  - Chenyu You
  - et al.
- 2022
- AAAI 2022
Demystifying Why Local Aggregation Helps: Convergence Analysis of Hierarchical SGD
- - Jiayi Wang
  - Shiqiang Wang
  - et al.
- 2022
- AAAI 2022
Can Machines Read Coding Manuals Yet? – A Benchmark for Building BetterLanguage Models for Code Understanding
- - Ibrahim Abdelaziz
  - Julian Dolby
  - et al.
- 2022
- AAAI 2022
Directed Graph Auto-Encoders
- - Georgios Kollias
  - Vasileios Kalantzis
  - et al.
- 2022
- AAAI 2022
Interpretable Clustering via Multi-Polytope Machines
- - Connor Lawless
  - Jayant Kalagnanam
  - et al.
- 2022
- AAAI 2022
Deploying an Artificial Intelligence Application to detect flood from Sentinel 1 data
- - Paolo Fraccaro
  - Nikola Elvis Stoyanov
  - et al.
- 2022
- IAAI 2022