Unraveling the Key Components of OOD Generalization via Diversification
- Harold Benoit
- Liangze Jiang
- et al.
- 2024
- ICLR 2024
Publications
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36 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
- 2020
- NeurIPS 2020
Sobolev Independence Criterion
- Youssef Mroueh
- Tom Sercu
- et al.
- 2019
- NeurIPS 2019
Risk Aware Benchmarking of Large Language Models
- Apoorva Nitsure
- Youssef Mroueh
- et al.
- 2024
- ICML 2024
On the generalization capacity of neural networks during generic multimodal reasoning
- Taku Ito
- Soham Dan
- et al.
- 2024
- ICLR 2024
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