Concepedia

Alessandro Achille

AA

Statistics

Publications

29

Citations

1.2K

H-Index

19

Active since

2016

Affiliations

University of California, Los Angeles(Current)

Amazon (Germany)

University College London

Brigham and Women's Hospital

Alessandro Achille is an author at University of California, Los Angeles specializing in computer science, machine learning, and deep learning.

Publications per year

2016–2024

29

Publications

29

Information Dropout: Learning Optimal Representations Through Noisy Computation

Alessandro Achille, Stefano Soatto · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2018 · 345 citations · Full text

Computing, Computer Science, Information Theory +14

Emergence of Invariance and Disentanglement in Deep Representations

Alessandro Achille, Stefano Soatto · 2018 · 90 citations · Full text

Computing, Computer Science, Information Theory +16

Critical Learning Periods in Deep Networks.

Alessandro Achille, Matteo Rovere, Stefano Soatto · 2018 · 67 citations

Computing, Computer Science, Artificial Intelligence +11

Critical Learning Periods in Deep Neural Networks

Alessandro Achille, Matteo Rovere, Stefano Soatto · arXiv (Cornell University) · 2017 · 66 citations · Full text

Life Sciences, Neuroscience, Computational Neuroscience +16

Task Adaptive Parameter Sharing for Multi-Task Learning

Matthew Wallingford, Hao Li, Alessandro Achille et al. · 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) · 2022 · 62 citations

Computing, Computer Science, Machine Learning +13

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