Leonard Berrada
5 papers · 2018–2022 · 4 conferences · across top CS/AI conferences
Achievements
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🌍 Conference Polyglot (4) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🐝 Cross-Pollinator (15) 🚀 Conference Pioneer
🔥
Unstoppable
(5)
Conferences
ICLR (2)
ICML (1)
JMLR (1)
NIPS (1)
Top co-authors
Keywords
adaptive learning rate
(2)
stochastic gradient descent
(1)
adversarial robustness
(1)
non-convex optimization
(1)
deep learning
(1)
out-of-distribution detection
(1)
neural network verification
(1)
bayesian neural network
(1)
empirical loss
(1)
stochastic optimization
(1)
probabilistic specification
(1)
Papers
A Stochastic Bundle Method for Interpolation
JMLR 2022
Make Sure You're Unsure: A Framework for Verifying Probabilistic Specifications
NIPS 2021
Training Neural Networks for and by Interpolation
ICML 2020
Deep Frank-Wolfe For Neural Network Optimization
ICLR 2019
Smooth Loss Functions for Deep Top-k Classification
ICLR 2018