Jérôme Bolte
8 papers · 2020–2026 · 4 conferences · across top CS/AI conferences
Achievements
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🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🌍 Conference Polyglot (3) 🐝 Cross-Pollinator (13) 🌈 Renaissance Researcher (5)
🗺️
Taxonomy Completionist
(14)
Conferences
NIPS (5)
ACL (1)
ICLR (1)
JMLR (1)
Top co-authors
Keywords
automatic differentiation
(3)
implicit differentiation
(2)
algorithmic differentiation
(2)
nonsmooth optimization
(2)
stochastic approximation
(2)
neural network optimization
(1)
gradient descent
(1)
distribution shift
(1)
newton's method
(1)
hyperparameter tuning
(1)
forward-backward algorithm
(1)
second-order optimization
(1)
bilevel optimization
(1)
learning rate
(1)
relu activation
(1)
fixed point
(1)
scoring function
(1)
newton method
(1)
mathematical model
(1)
inertial newton algorithm
(1)
Papers
SSA: Improving Performance With a Better Scoring Function
ACL 2026
One-step differentiation of iterative algorithms
NIPS 2023
On the complexity of nonsmooth automatic differentiation
ICLR 2023
Automatic differentiation of nonsmooth iterative algorithms
NIPS 2022
Numerical influence of ReLU’(0) on backpropagation
NIPS 2021
An Inertial Newton Algorithm for Deep Learning
JMLR 2021
Nonsmooth Implicit Differentiation for Machine-Learning and Optimization
NIPS 2021
A mathematical model for automatic differentiation in machine learning
NIPS 2020