Alberto Bietti

Publications

377

Citations

H-Index

2015

Active since

Affiliations

Institut national de recherche en sciences et technologies du numérique(Current)

Microsoft (France)

New York University

Centre National de la Recherche Scientifique

Alberto Bietti is an author at Institut national de recherche en sciences et technologies du numérique specializing in engineering, computer science, and data science.

Top concepts

EngineeringComputer ScienceData ScienceMachine LearningDeep LearningPattern RecognitionArtificial IntelligenceRobot LearningContextual BanditKnowledge Discovery

Publications per year

2015–2024

Publications

Group Invariance, Stability to Deformations, and Complexity of Deep Convolutional Representations

Alberto Bietti, Julien Mairal · arXiv (Cornell University) · 2017 · 58 citations · Full text

A Contextual Bandit Bake-off

Alberto Bietti, Alekh Agarwal, John Langford · arXiv (Cornell University) · 2018 · 53 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +17

AstroCLIP: a cross-modal foundation model for galaxies

Liam Parker, François Lanusse, Siavash Golkar et al. · Monthly Notices of the Royal Astronomical Society · 2024 · 44 citations · Full text

Cross-modal Foundation Model, Engineering, Astrostatistics +16

A Kernel Perspective for Regularizing Deep Neural Networks

Alberto Bietti, Grégoire Mialon, Dexiong Chen et al. · arXiv (Cornell University) · 2018 · 36 citations · Full text

Deep Neural Networks, Regularization Principles, Machine Learning +13

Practical Evaluation and Optimization of Contextual Bandit Algorithms

Alberto Bietti, Alekh Agarwal, John Langford · HAL (Le Centre pour la Communication Scientifique Directe) · 2018 · 32 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +18

Rows per page

1–5 of 14