Alessio Benavoli
7 papers · 2014–2024 · 4 conferences · across top CS/AI conferences
Achievements
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🌉 Interdisciplinary Bridge 🌍 Conference Polyglot (4) 🏃 Academic Marathon (10) 🐝 Cross-Pollinator (15) 🧭 Keyword Pioneer
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Hot Topic Early Bird
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The Questioner
Conferences
ICML (2)
JMLR (2)
UAI (2)
AISTATS (1)
Top co-authors
Keywords
statistical testing
(2)
dirichlet process
(2)
bayesian inference
(2)
preference learning
(1)
model evaluation
(1)
gaussian process
(1)
hypothesis testing
(1)
statistical evaluation
(1)
bayesian analysis
(1)
classifier comparison
(1)
algorithm comparison
(1)
friedman test
(1)
statistical comparison
(1)
algorithm evaluation
(1)
choice function
(1)
multiple utility
(1)
pareto rationalization
(1)
post-hoc test
(1)
wilcoxon test
(1)
null hypothesis significance testing
(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
Gaussian Processes for Bayesian hypothesis tests on regression functions
AISTATS 2015
A Bayesian nonparametric procedure for comparing algorithms
ICML 2015
A Bayesian Wilcoxon signed-rank test based on the Dirichlet process
ICML 2014