Mathieu Serrurier
9 papers · 2015–2025 · 5 conferences · across top CS/AI conferences
Achievements
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🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🌍 Conference Polyglot (5) 🏃 Academic Marathon (10) 🐣 Hot Topic Early Bird
🐝
Cross-Pollinator
(10)
🗺️
Taxonomy Completionist
(16)
🔥
Unstoppable
(6)
Conferences
ICML (4)
NIPS (2)
CVPR (1)
ECCV (1)
ICLR (1)
Top co-authors
Keywords
adversarial robustness
(3)
certifiable robustness
(2)
optimal transport
(2)
1-lipschitz neural network
(2)
lipschitz constraint
(2)
lipschitz constant
(2)
wasserstein distance
(2)
loss function
(1)
decision tree
(1)
hinge loss
(1)
confidence interval
(1)
counterfactual explanation
(1)
signed distance function
(1)
robust classifier
(1)
one-class classification
(1)
entropy evaluation
(1)
frequency estimate
(1)
neural network
(1)
lipschitz neural network
(1)
certified auroc
(1)
Papers
An Adaptive Orthogonal Convolution Scheme for Efficient and Flexible CNN Architectures
ICML 2025
Efficient Robust Conformal Prediction via Lipschitz-Bounded Networks
ICML 2025
DP-SGD Without Clipping: The Lipschitz Neural Network Way
ICLR 2024
Robust One-Class Classification with Signed Distance Function using 1-Lipschitz Neural Networks
ICML 2023
On the explainable properties of 1-Lipschitz Neural Networks: An Optimal Transport Perspective
NIPS 2023
Pay attention to your loss : understanding misconceptions about Lipschitz neural networks
NIPS 2022
Achieving Robustness in Classification Using Optimal Transport With Hinge Regularization
CVPR 2021
Learning Disentangled Representations via Mutual Information Estimation
ECCV 2020
Entropy evaluation based on confidence intervals of frequency estimates : Application to the learning of decision trees
ICML 2015