Mattia Rigotti

María Rodríguez Martínez

Trans. Mach. Learn. Res., 2024

Distributional Preference Alignment of LLMs via Optimal Transport.

[BibT_eX]

[DOI]

Jirí Navrátil

Jerret Ross

CoRR, 2024

Outline-Guided Object Inpainting with Diffusion Models.

[BibT_eX]

[DOI]

CoRR, 2024

Multivariate Stochastic Dominance via Optimal Transport and Applications to Models Benchmarking.

[BibT_eX]

[DOI]

Gabriel Rioux

Apoorva Nitsure

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024

Distributional Preference Alignment of LLMs via Optimal Transport.

[BibT_eX]

[DOI]

Jirí Navrátil

Jarret Ross

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024

Probabilistic Feature Matching for Fast Scalable Visual Prompting.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence, 2024

Risk Aware Benchmarking of Large Language Models.

[BibT_eX]

[DOI]

Apoorva Nitsure

Proceedings of the Forty-first International Conference on Machine Learning, 2024

On the generalization capacity of neural networks during generic multimodal reasoning.

[BibT_eX]

[DOI]

Proceedings of the Twelfth International Conference on Learning Representations, 2024

Unraveling the Key Components of OOD Generalization via Diversification.

[BibT_eX]

[DOI]

Proceedings of the Twelfth International Conference on Learning Representations, 2024

2023

Risk Assessment and Statistical Significance in the Age of Foundation Models.

[BibT_eX]

[DOI]

Apoorva Nitsure

CoRR, 2023

Adaptive Conformal Regression with Jackknife+ Rescaled Scores.

[BibT_eX]

[DOI]

Nicolas Deutschmann

María Rodríguez Martínez

CoRR, 2023

DARE: Towards Robust Text Explanations in Biomedical and Healthcare Applications.

[BibT_eX]

[DOI]

Adam Ivankay

Pascal Frossard

Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023

2022

Image Captioning as an Assistive Technology: Lessons Learned from VizWiz 2020 Challenge.

[BibT_eX]

[DOI]

J. Artif. Intell. Res., 2022

Estimating the Adversarial Robustness of Attributions in Text with Transformers.

[BibT_eX]

[DOI]

CoRR, 2022

Cloud-Based Real-Time Molecular Screening Platform with MolFormer.

[BibT_eX]

[DOI]

Brian Belgodere

Vijil Chenthamarakshan

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2022

Compositional generalization through abstract representations in human and artificial neural networks.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Attention-based Interpretability with Concept Transformers.

[BibT_eX]

[DOI]

Proceedings of the Tenth International Conference on Learning Representations, 2022

Model-Assisted Labeling via Explainability for Visual Inspection of Civil Infrastructures.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2022 Workshops, 2022

Active Learning for Imbalanced Civil Infrastructure Data.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2022 Workshops, 2022

2021

Deep Bandits Show-Off: Simple and Efficient Exploration with Deep Networks.

[BibT_eX]

[DOI]

Rong Zhu

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Tabular Transformers for Modeling Multivariate Time Series.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2021

Self-correcting Q-learning.

[BibT_eX]

[DOI]

Rong Zhu

Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020

Alleviating Noisy Data in Image Captioning with Cooperative Distillation.

[BibT_eX]

[DOI]

CoRR, 2020

Unbalanced Sobolev Descent.

[BibT_eX]

[DOI]

Cícero Nogueira dos Santos

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

2019

Sobolev Independence Criterion.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

Beyond Backprop: Online Alternating Minimization with Auxiliary Variables.

[BibT_eX]

[DOI]

Proceedings of the 36th International Conference on Machine Learning, 2019

2018

Efficient ConvNets for Analog Arrays.

[BibT_eX]

[DOI]

CoRR, 2018

2016

Energy-Efficient Neuromorphic Classifiers.

[BibT_eX]

[DOI]

Neural Comput., 2016

2013

The importance of mixed selectivity in complex cognitive tasks.

[BibT_eX]

[DOI]

Nat., 2013

2011

A Simple Derivation of a Bound on the Perceptron Margin Using Singular Value Decomposition.

[BibT_eX]

[DOI]

Omri Barak

Neural Comput., 2011

2010

Attractor concretion as a mechanism for the formation of context representations.

[BibT_eX]

[DOI]

Daniel Ben Dayan Rubin

Sara E. Morrison

C. Daniel Salzman

Stefano Fusi

NeuroImage, 2010

Internal Representation of Task Rules by Recurrent Dynamics: The Importance of the Diversity of Neural Responses.

[BibT_eX]

[DOI]