Alessio Benavoli
7 papers · 2014–2024 · 4 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Half 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (12) 🐣 Hot Topic Early Bird
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The Questioner
Venues
Top co-authors
Research topics
Keywords
preference learning
(2)
statistical testing
(2)
dirichlet process
(2)
bayesian inference
(2)
gaussian process
(1)
hypothesis testing
(1)
statistical evaluation
(1)
bayesian analysis
(1)
classifier comparison
(1)
algorithm comparison
(1)
inequality constraint
(1)
friedman test
(1)
statistical comparison
(1)
algorithm evaluation
(1)
skew gaussian process
(1)
choice function
(1)
multiple utility
(1)
pareto rationalization
(1)
post-hoc test
(1)
wilcoxon test
(1)
Papers
Linearly Constrained Gaussian Processes are SkewGPs: application to Monotonic Preference Learning and Desirability
UAI 2024
Learning Choice Functions with Gaussian Processes
UAI 2023
Time for a Change: a Tutorial for Comparing Multiple Classifiers Through Bayesian Analysis
JMLR 2017
Should We Really Use Post-Hoc Tests Based on Mean-Ranks?
JMLR 2016
A Bayesian nonparametric procedure for comparing algorithms
ICML 2015
Gaussian Processes for Bayesian hypothesis tests on regression functions
AISTATS 2015
A Bayesian Wilcoxon signed-rank test based on the Dirichlet process
ICML 2014