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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25 results for Mattia Rigotti

Attention-based Interpretability with Concept Transformers
- - Mattia Rigotti
  - Christoph Miksovic Czasch
  - et al.
- 2022
- ICLR 2022
Deep Bandits Show-Off: Simple and Efficient Exploration with Deep Networks
- - Rong Zhu
  - Mattia Rigotti
- 2021
- NeurIPS 2021
Self-correcting Q-learning
- - Rong Zhu
  - Mattia Rigotti
- 2021
- AAAI 2021
Unbalanced Sobolev Descent
- - Youssef Mroueh
  - Mattia Rigotti
- 2020
- NeurIPS 2020
Sobolev Independence Criterion
- - Youssef Mroueh
  - Tom Sercu
  - et al.
- 2019
- NeurIPS 2019
DARE: Towards Robust Text Explanations in Biomedical and Healthcare Applications
- - Adam Ivankay
  - Mattia Rigotti
  - et al.
- 2023
- ACL 2023
Compositional generalization through abstract representations in human and artificial neural networks
- - Takuya Ito
  - Tim Klinger
  - et al.
- 2022
- NeurIPS 2022
Beyond backprop: Online alternating minimization with auxiliary variables
- - Anna Choromanska
  - Benjamin Cowen
  - et al.
- 2019
- ICML 2019
Predictive learning as a network mechanism for extracting low-dimensional latent space representations
- - Stefano Recanatesi
  - Matthew Farrell
  - et al.
- 2021
- Nature Communications
Shared neural coding for social hierarchy and reward value in primate amygdala
- - Jérôme Munuera
  - Mattia Rigotti
  - et al.
- 2018
- Nature Neuroscience