Julien Mairal
60 papers · 2008–2025 · 10 venues · across top CS/AI venues
This profile combines several different researchers. Authors are keyed by name, and this name's papers fall into 13 separate collaboration groups - the largest holds only 25% of them. Pick the group below that matches the researcher you mean. How a shared name is split.
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Which Julien Mairal?
8 groups of papers that share co-authors internally but none with each other - each most likely a different researcher. Pick one to see its papers.
with Alberto Bietti, Dexiong Chen, Grégoire Mialon
11 papers
· 2017–2023
· NeurIPS, ICML, AISTATS
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Sequential Counterfactual Risk Minimization
ICML 2023
Efficient Kernelized UCB for Contextual Bandits
AISTATS 2022
A Trainable Optimal Transport Embedding for Feature Aggregation and its Relationship to Attention
ICLR 2021
Convolutional Kernel Networks for Graph-Structured Data
ICML 2020
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
Group Invariance, Stability to Deformations, and Complexity of Deep Convolutional Representations
JMLR 2019
On the Inductive Bias of Neural Tangent Kernels
NeurIPS 2019
Recurrent Kernel Networks
NeurIPS 2019
Invariance and Stability of Deep Convolutional Representations
NeurIPS 2017
Stochastic Optimization with Variance Reduction for Infinite Datasets with Finite Sum Structure
NeurIPS 2017
5 papers whose co-authors appear nowhere else under this name
The Spectral Bias of Polynomial Neural Networks
ICLR 2022
End-to-End Kernel Learning with Supervised Convolutional Kernel Networks
NeurIPS 2016
Optimization with First-Order Surrogate Functions
ICML 2013
Stochastic Majorization-Minimization Algorithms for Large-Scale Optimization
NeurIPS 2013
Supervised Feature Selection in Graphs with Path Coding Penalties and Network Flows
JMLR 2013