Francois Bachoc
8 papers · 2021–2025 · 3 conferences · across top CS/AI conferences
Achievements
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🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🌍 Conference Polyglot (3) 🐝 Cross-Pollinator (11) 🗺️ Taxonomy Completionist (20)
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Unstoppable
(5)
Conferences
NIPS (4)
AISTATS (3)
ICML (1)
Top co-authors
Keywords
sample complexity
(2)
gaussian process
(2)
black-box optimization
(1)
function approximation
(1)
optimal transport
(1)
sequential optimization
(1)
neural network theory
(1)
deep learning
(1)
utility optimization
(1)
dimension reduction
(1)
game theory
(1)
high-dimensional regression
(1)
online learning
(1)
probability measure
(1)
regret bound
(1)
online algorithm
(1)
additive model
(1)
relu activation
(1)
zeroth-order optimization
(1)
learning theory
(1)
Papers
A Tight Regret Analysis of Non-Parametric Repeated Contextual Brokerage
AISTATS 2025
A Parametric Contextual Online Learning Theory of Brokerage
ICML 2025
Fair Online Bilateral Trade
NIPS 2024
Gaussian Processes on Distributions based on Regularized Optimal Transport
AISTATS 2023
Local Identifiability of Deep ReLU Neural Networks: the Theory
NIPS 2022
High-dimensional Additive Gaussian Processes under Monotonicity Constraints
NIPS 2022
The Sample Complexity of Level Set Approximation
AISTATS 2021
Instance-Dependent Bounds for Zeroth-order Lipschitz Optimization with Error Certificates
NIPS 2021