Marco Zaffalon
11 papers · 2008–2022 · 4 venues · across top CS/AI venues
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Achievements
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🌉 Interdisciplinary Bridge · Bronze 🐣 Hot Topic Early Bird 🏃 Academic Marathon · Half 🌍 Conference Polyglot · Bronze 🗺️ Taxonomy Completionist (16)
🏆
Keyword Champion
(2)
🧬
Topic Evolution
📈
Trend Setter
💎
Century Club · Bronze
Venues
Top co-authors
Research topics
Keywords
bayesian network
(4)
credal network
(3)
causal inference
(2)
imprecise probability
(2)
statistical testing
(2)
bayesian inference
(2)
structural causal model
(2)
graphical model
(2)
counterfactual query
(2)
set-valued classification
(2)
structure learning
(2)
dirichlet process
(2)
counterfactual reasoning
(2)
bayesian analysis
(1)
statistical evaluation
(1)
exact inference
(1)
approximate inference
(1)
hypothesis testing
(1)
causal effect
(1)
model evaluation
(1)
Papers
Bounding Counterfactuals under Selection Bias
PGM 2022
CREDICI: A Java Library for Causal Inference by Credal Networks
PGM 2020
CREMA: A Java Library for Credal Network Inference
PGM 2020
Structural Causal Models Are (Solvable by) Credal Networks
PGM 2020
Time for a Change: a Tutorial for Comparing Multiple Classifiers Through Bayesian Analysis
JMLR 2017
Learning Treewidth-Bounded Bayesian Networks with Thousands of Variables
NeurIPS 2016
A Bayesian nonparametric procedure for comparing algorithms
ICML 2015
Learning Bayesian Networks with Thousands of Variables
NeurIPS 2015
A Bayesian Wilcoxon signed-rank test based on the Dirichlet process
ICML 2014
JNCC2: The Java Implementation Of Naive Credal Classifier 2
JMLR 2008
Learning Reliable Classifiers From Small or Incomplete Data Sets: The Naive Credal Classifier 2
JMLR 2008