Marco Zaffalon
11 papers · 2008–2022 · 4 conferences · across top CS/AI conferences
Achievements
Jump to papers ↓+4 more ↓ Show less ↑
π Interdisciplinary Bridge π Cross-Pollinator (13) πΊοΈ Taxonomy Completionist (14) π§ Keyword Pioneer π£ Hot Topic Early Bird
π
Conference Polyglot
(4)
π
Academic Marathon
(14)
π
Trend Setter
π
Century Club
(11)
Conferences
PGM (4)
JMLR (3)
ICML (2)
NIPS (2)
Top co-authors
Keywords
bayesian network
(4)
credal network
(3)
counterfactual reasoning
(2)
structural causal model
(2)
bayesian inference
(2)
structure learning
(2)
dirichlet process
(2)
graphical model
(2)
imprecise probability
(2)
statistical testing
(2)
causal inference
(2)
set-valued classification
(2)
incomplete datum
(1)
classifier comparison
(1)
algorithm comparison
(1)
small sample learning
(1)
counterfactual query
(1)
naive baye
(1)
interval computation
(1)
causal expectation-maximisation
(1)
Papers
Bounding Counterfactuals under Selection Bias
PGM 2022
Structural Causal Models Are (Solvable by) Credal Networks
PGM 2020
CREMA: A Java Library for Credal Network Inference
PGM 2020
CREDICI: A Java Library for Causal Inference 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
NIPS 2016
Learning Bayesian Networks with Thousands of Variables
NIPS 2015
A Bayesian nonparametric procedure for comparing algorithms
ICML 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