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

2nd International Workshop on Data Quality Assessment for Machine Learning
- - Hima Patel
  - Fuyuki Ishikawa
  - et al.
- 2021
- KDD 2021
Fragile Earth: Accelerating Progress towards Equitable Sustainability
- - Naoki Abe
  - Kathleen Buckingham
  - et al.
- 2021
- KDD 2021
Data Science with Human in the Loop
- - Eduard Dragut
  - Yunyao Li
  - et al.
- 2021
- KDD 2021
Data Quality for Machine Learning Tasks
- - Nitin Gupta
  - Shashank Mujumdar
  - et al.
- 2021
- KDD 2021
A Transformer-based Framework for Multivariate Time Series Representation Learning
- - George Zerveas
  - Srideepika Jayaraman
  - et al.
- 2021
- KDD 2021
Fair Selective Classification via Sufficiency
- - Joshua Lee
  - Yuheng Bu
  - et al.
- 2021
- ICML 2021
Analysis of stochastic Lanczos quadrature for spectrum approximation
- - Tyler Chen
  - Thomas Trogdon
  - et al.
- 2021
- ICML 2021
Projection techniques to update the truncated SVD of evolving matrices with applications
- - Vasileios Kalantzis
  - Georgios Kollias
  - et al.
- 2021
- ICML 2021
Expressive 1-Lipschitz Neural Networks for Robust Multiple Graph Learning against Adversarial Attacks
- - Xin Zhao
  - Zeru Zhang
  - et al.
- 2021
- ICML 2021
Detecting Layered Bottlenecks in Microservices
- - Tatsushi Inagaki
  - Yohei Ueda
  - et al.
- 2022
- CLOUD 2022