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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18 results for Samuel Hoffman

AI Explainability 360: Impact and Design
- - Vijay Arya
  - Rachel Bellamy
  - et al.
- 2022
- IAAI 2022
CogMol: Target-Specific and Selective Drug Design for COVID-19 Using Deep Generative Models
- - Vijil Chenthamarakshan
  - Payel Das
  - et al.
- 2020
- NeurIPS 2020
Accelerating Material Design with the Generative Toolkit for Scientific Discovery (GT4SD)
- - Matteo Manica
  - Joris Cadow
  - et al.
- 2022
- ACS Fall 2022
Combinatorial Black-Box Optimization with Expert Advice
- - Hamid Dadkhahi
  - Karthikeyan Shanmugam
  - et al.
- 2020
- KDD 2020
Accelerating Material Design with the Generative Toolkit for Scientific Discovery (GT4SD)
- - Matteo Manica
  - Joris Cadow
  - et al.
- 2022
- MRS Fall Meeting 2022
One Explanation Does Not Fit All: A Toolkit And Taxonomy Of AI Explainability Techniques
- - Vijay Arya
  - Rachel K. Bellamy
  - et al.
- 2021
- INFORMS 2021
Chi-square Information for Invariant Learning
- - Prasanna Sattigeri
  - Soumya Ghosh
  - et al.
- 2020
- ICML 2020
Nano-Material Configuration Design with Deep Surrogate Langevin Dynamics
- - Thanh V. Nguyen
  - Youssef Mroueh
  - et al.
- 2020
- ICLR 2020
An Empirical Study of Modular Bias Mitigators and Ensembles
- - Michael Feffer
  - Martin Hirzel
  - et al.
- 2022
- ICML 2022
Sample-efficient Generation of Novel Photo-acid Generator Molecules using a Deep Generative Model
- - Samuel Hoffman
  - Vijil Vijil
  - et al.
- 2021
- NeurIPS 2021