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

1328 results for Machine Learning

Unraveling the Connections between Privacy and Certified Robustness in Federated Learning Against Poisoning Attacks
- - Chulin Xie
  - Yunhui Long
  - et al.
- 2023
- CCS 2023
A Comparison of End-to-End Decision Forest Inference Pipelines
- - Hong Guan
  - Saif Masood
  - et al.
- 2023
- SoCC 2023
Multivariate Anomaly Detection with Domain Clustering
- - Frederic Boesel
  - Livio Schlaepfer
  - et al.
- 2023
- SoCC 2023
Unifying Molecular and Textual Representations via Multi-task Language Modelling
- - Dimitrios Christofidellis
  - Giorgio Giannone
  - et al.
- 2023
- ICML 2023
A Gromov--Wasserstein Geometric View of Spectrum-Preserving Graph Coarsening
- - Yifan Chen
  - Rentian Yao
  - et al.
- 2023
- ICML 2023
Simple Disentanglement of Style and Content in Visual Representations
- - Lilian Ngweta
  - Subha Maity
  - et al.
- 2023
- ICML 2023
End-to-end Differentiable Clustering with Associative Memories
- - Bishwajit Saha
  - Dmitry Krotov
  - et al.
- 2023
- ICML 2023
Proper Scoring Rules for Survival Analysis
- - Hiroki Yanagisawa
- 2023
- ICML 2023
ConCerNet: A Contrastive Learning Based Framework for Automated Conservation Law Discovery and Trustworthy Dynamical System Prediction
- - Wang Zhang
  - Tsui-Wei Weng
  - et al.
- 2023
- ICML 2023
LESS-VFL: Communication-Efficient Feature Selection for Vertical Federated Learning
- - Timothy Castiglia
  - Yi Zhou
  - et al.
- 2023
- ICML 2023