Jérôme Bolte
8 papers · 2020–2026 · 4 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🏃
Academic Marathon · Sprint
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(16)
Venues
Top co-authors
Research topics
Keywords
algorithmic differentiation
(3)
nonsmooth optimization
(3)
automatic differentiation
(3)
implicit differentiation
(2)
stochastic approximation
(2)
hyperparameter tuning
(1)
neural network optimization
(1)
in-context learning
(1)
complexity analysis
(1)
relu activation
(1)
deep learning
(1)
newton's method
(1)
distribution shift
(1)
forward-backward algorithm
(1)
second-order optimization
(1)
gradient descent
(1)
bilevel optimization
(1)
learning rate
(1)
convergence analysis
(1)
attention mechanism
(1)
Papers
SSA: Improving Performance With a Better Scoring Function
ACL 2026
One-step differentiation of iterative algorithms
NeurIPS 2023
On the complexity of nonsmooth automatic differentiation
ICLR 2023
Automatic differentiation of nonsmooth iterative algorithms
NeurIPS 2022
An Inertial Newton Algorithm for Deep Learning
JMLR 2021
Nonsmooth Implicit Differentiation for Machine-Learning and Optimization
NeurIPS 2021
Numerical influence of ReLU’(0) on backpropagation
NeurIPS 2021
A mathematical model for automatic differentiation in machine learning
NeurIPS 2020