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Randall Balestriero

randallbalestriero.github.io
3 Followers
community-curated profile

AI Researcher: From theory to practice (and back)
Postdoc @MetaAI with @ylecun
PhD @RiceUniversity with @rbaraniuk
Masters @ENS_Ulm @Paris_Sorbonne

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  • A Cookbook of Self-Supervised Learning
    by Randall Balestriero
  • Latest preprint with Léon Bottou and @ylecun on the impact of regularization/data-augmentation on per-class performances (for better or worse)! Using them improves average generalization but some classes will have worse performance than without them
    by Randall Balestriero
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Randall Balestriero @randall_balestr · Apr 8, 2022
  • From Twitter

I strongly recommend it! In fact, I have recently went over some chapters again for our latest paper that heavily relies on understanding the bias/variance tradeoff and on the structural risk minimization technique
Book Jan 1, 2001
The Elements of Statistical Learning: Data Mining, Inference, and Prediction
by Robert Tibshirani and 2 others
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