Cedric Malherbe
7 papers · 2016–2024 · 2 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Academic Marathon · Sprint
🌉
Interdisciplinary Bridge · Silver
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Taxonomy Completionist
(19)
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Hot Topic Early Bird
Venues
Top co-authors
Research topics
Keywords
convergence rate
(3)
non-convex optimization
(2)
global optimization
(2)
combinatorial optimization
(2)
submodular optimization
(2)
stochastic gradient descent
(2)
lipschitz constant
(2)
function approximation
(1)
bipartite ranking
(1)
black-box optimization
(1)
subset selection
(1)
multi-objective optimization
(1)
quantile optimization
(1)
learning rate
(1)
minimax rate
(1)
linear programming
(1)
adaptive algorithm
(1)
convergence guarantee
(1)
approximation algorithm
(1)
neural network optimization
(1)
Papers
Measures of diversity and space-filling designs for categorical data
ICML 2024
Convergence Rates of Non-Convex Stochastic Gradient Descent Under a Generic Lojasiewicz Condition and Local Smoothness
ICML 2022
Optimistic Tree Searches for Combinatorial Black-Box Optimization
NeurIPS 2022
Robustness in Multi-Objective Submodular Optimization: a Quantile Approach
ICML 2022
Robustness Analysis of Non-Convex Stochastic Gradient Descent using Biased Expectations
NeurIPS 2020
Global optimization of Lipschitz functions
ICML 2017
A ranking approach to global optimization
ICML 2016