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

Reimagining GNN Explanations with ideas from Tabular Data
- - Anjali Singh
  - Shamanth R Nayak K
  - et al.
- 2021
- ICML 2021
Machine Learning Model Drift Detection Via Weak Data Slices
- - Samuel Ackerman
  - Parijat Dube
  - et al.
- 2021
- ICSE 2021
Engineering Fair Machine Learning Pipelines
- - Martin Hirzel
  - Kiran Kate
  - et al.
- 2021
- ICLR 2021
Towards creativity characterization of generative models via group-based subset scanning
- - Celia Cintas
  - Payel Das
  - et al.
- 2021
- ICLR 2021
Gi and Pal Scores: Deep Neural Network Generalization Statistics
- - Yair Schiff
  - Brian Quanz
  - et al.
- 2021
- ICLR 2021
Voice2Series: Reprogramming Acoustic Models for Time Series Classification
- - Huck Yang
  - Yun Yun Tsai
  - et al.
- 2021
- ICLR 2021
An Automated Framework to Identify and Eliminate Systemic Racial Bias in the Media
- - Lamogha Chiazor
  - Geeth R De Mel
  - et al.
- 2021
- AAAI 2021
Addressing Unique Fairness Obstacles within Federated Learning
- - Annie Abay
  - Ebube Chuba
  - et al.
- 2021
- AAAI 2021
Understood in translation: transformers for domain understanding
- - Dimitrios Christofidellis
  - Matteo Manica
  - et al.
- 2021
- AAAI 2021
An Atlas of Cultural Commonsense for Machine Reasoning
- - Anurag Acharya
  - Kartik Talamadupula
  - et al.
- 2021
- AAAI 2021