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Pierre Ablin
Pierre Ablin
13
papers
380
total citations
papers (13)
A framework for bilevel optimization that enables stochastic and global variance reduction algorithms
NEURIPS 2022
arXiv
123
citations
Benchopt: Reproducible, efficient and collaborative optimization benchmarks
NEURIPS 2022
arXiv
48
citations
Theory, Analysis, and Best Practices for Sigmoid Self-Attention
ICLR 2025
arXiv
39
citations
Do Residual Neural Networks discretize Neural Ordinary Differential Equations?
NEURIPS 2022
arXiv
35
citations
How Smooth Is Attention?
ICML 2024
arXiv
29
citations
The AdEMAMix Optimizer: Better, Faster, Older
ICLR 2025
arXiv
27
citations
Modeling Shared responses in Neuroimaging Studies through MultiView ICA
NEURIPS 2020
arXiv
26
citations
How to Scale Your EMA
NEURIPS 2023
arXiv
24
citations
Shared Independent Component Analysis for Multi-Subject Neuroimaging
NEURIPS 2021
arXiv
12
citations
Shielded Diffusion: Generating Novel and Diverse Images using Sparse Repellency
ICML 2025
arXiv
7
citations
Optimization without Retraction on the Random Generalized Stiefel Manifold
ICML 2024
arXiv
6
citations
Careful with that Scalpel: Improving Gradient Surgery with an EMA
ICML 2024
arXiv
2
citations
Soup-of-Experts: Pretraining Specialist Models via Parameters Averaging
ICML 2025
arXiv
2
citations