Ioannis Tsamardinos
9 papers · 2010–2024 · 5 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π Academic Marathon (14) π§ Keyword Pioneer π Conference Polyglot (5) π Cross-Pollinator (7)
πΊοΈ
Taxonomy Completionist
(17)
π§
Keyword Pioneer
π
Conference Polyglot
(5)
π
Keyword Champion
(4)
π§¬
Topic Evolution
π
Trend Setter
π
Conference Pioneer
Conferences
JMLR (5)
AISTATS (1)
AUTOML (1)
NIPS (1)
PGM (1)
Top co-authors
Keywords
causal discovery
(6)
markov blanket
(4)
causal structure
(3)
feature selection
(2)
bayesian network
(2)
causal structure learning
(2)
overlapping variable set
(2)
local causal learning
(2)
causal relation
(1)
pairwise causal graph
(1)
causal graphical model
(1)
constraint-based method
(1)
multiple intervention
(1)
mass cytometry
(1)
forward-backward selection
(1)
statistical matching
(1)
global learning
(1)
integrative causal analysis
(1)
intervention analysis
(1)
multiple feature selection
(1)
Papers
ChronoEpilogi: Scalable Time Series Selection with Multiple Solutions
NIPS 2024
Confidence Interval Estimation of Predictive Performance in the Context of AutoML
AUTOML 2024
Tuning Causal Discovery Algorithms
PGM 2020
Forward-Backward Selection with Early Dropping
JMLR 2019
Constraint-based Causal Discovery from Multiple Interventions over Overlapping Variable Sets
JMLR 2015
Towards Integrative Causal Analysis of Heterogeneous Data Sets and Studies
JMLR 2012
Local Causal and Markov Blanket Induction for Causal Discovery and Feature Selection for Classification Part I: Algorithms and Empirical Evaluation
JMLR 2010
Local Causal and Markov Blanket Induction for Causal Discovery and Feature Selection for Classification Part II: Analysis and Extensions
JMLR 2010
Learning Causal Structure from Overlapping Variable Sets
AISTATS 2010