Benjamin Guedj
24 papers
· 2018–2025
· 6 conferences
· across top CS/AI conferences
Achievements
πΊοΈ
Taxonomy Completionist
(13)
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Cross-Pollinator
(8)
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Renaissance Researcher
(5)
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Academic Marathon
(7)
π£
Hot Topic Early Bird
π§
Keyword Pioneer
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Interdisciplinary Bridge
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Conference Polyglot
(6)
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Deep Specialist
(13)
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Keyword Champion
(3)
ποΈ
Keyword Collector
(97)
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Trend Setter
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Century Club
(24)
π₯
Unstoppable
(8)
β‘
Prolific Year
(8)
Conferences
NIPS (11)
AISTATS (5)
JMLR (3)
ALT (2)
ICML (2)
UAI (1)
Top co-authors
Research topics
Keywords
generalization bound
(12)
pac-bayesian theory
(6)
pac-bayes bound
(5)
generalisation bound
(3)
kernel stein discrepancy
(2)
pac-bayesian learning
(2)
learning theory
(2)
margin bound
(2)
nonparametric test
(2)
bootstrap method
(2)
pac-bayesian bound
(2)
excess risk
(2)
kernel methods
(2)
ensemble learning
(2)
pac-bayes theory
(2)
maximum mean discrepancy
(2)
concentration inequality
(2)
regret bound
(2)
variational inference
(1)
stochastic gradient descent
(1)
Papers
Learning via Surrogate PAC-Bayes
NIPS 2024
Comparing Comparators in Generalization Bounds
AISTATS 2024
MMD Aggregated Two-Sample Test
JMLR 2023
Online PAC-Bayes Learning
NIPS 2022
KSD Aggregated Goodness-of-fit Test
NIPS 2022
On PAC-Bayesian reconstruction guarantees for VAEs
AISTATS 2022
On Margins and Derandomisation in PAC-Bayes
AISTATS 2022
Online k-means Clustering
AISTATS 2021