Grégoire Mialon
5 papers · 2019–2024 · 4 conferences · across top CS/AI conferences
Achievements
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🌍
Conference Polyglot
(4)
🏃
Academic Marathon
(5)
🌉
Interdisciplinary Bridge
🧭
Keyword Pioneer
🐝
Cross-Pollinator
(15)
Conferences
ICLR (2)
AISTATS (1)
ICML (1)
NIPS (1)
Top co-authors
Keywords
representation learning
(1)
self-supervised learning
(1)
adversarial training
(1)
neural network optimization
(1)
empirical risk minimization
(1)
reproducing kernel hilbert space
(1)
convex loss
(1)
partial differential equation
(1)
neural solver
(1)
joint embedding
(1)
kernel methods
(1)
lie symmetry
(1)
joint embedding method
(1)
screening test
(1)
ellipsoidal region
(1)
safe loss function
(1)
dual objective
(1)
gradient penalties
(1)
Papers
GAIA: a benchmark for General AI Assistants
ICLR 2024
Self-Supervised Learning with Lie Symmetries for Partial Differential Equations
NIPS 2023
A Trainable Optimal Transport Embedding for Feature Aggregation and its Relationship to Attention
ICLR 2021
Screening Data Points in Empirical Risk Minimization via Ellipsoidal Regions and Safe Loss Functions
AISTATS 2020
A Kernel Perspective for Regularizing Deep Neural Networks
ICML 2019