Emilie Devijver
8 papers · 2019–2025 · 5 conferences · across top CS/AI conferences
Achievements
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π£ Hot Topic Early Bird π§ Keyword Pioneer π Conference Polyglot (5) π Academic Marathon (6) π Cross-Pollinator (6)
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Interdisciplinary Bridge
πΊοΈ
Taxonomy Completionist
(12)
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Conference Pioneer
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Trend Setter
Conferences
UAI (3)
JMLR (2)
AAAI (1)
IJCAI (1)
NIPS (1)
Top co-authors
Research topics
Keywords
majority vote classifier
(2)
time series
(2)
transductive bound
(2)
causal discovery
(2)
semi-supervised learning
(2)
generalization error
(1)
multi-class classification
(1)
high-dimensional regression
(1)
probabilistic model
(1)
generalization bound
(1)
high-dimensional datum
(1)
causal graph
(1)
probabilistic bound
(1)
random forest
(1)
regression tree
(1)
prediction region
(1)
inverse regression
(1)
elliptical distribution
(1)
pc algorithm
(1)
constraint-based method
(1)
Papers
Complete Characterization for Adjustment in Summary Causal Graphs of Time Series
UAI 2025
Multi-class Probabilistic Bounds for Majority Vote Classifiers with Partially Labeled Data
JMLR 2024
Identifiability of total effects from abstractions of time series causal graphs
UAI 2024
Survey and Evaluation of Causal Discovery Methods for Time Series (Extended Abstract)
IJCAI 2023
Discovery of extended summary graphs in time series
UAI 2022
Prediction regions through Inverse Regression
JMLR 2020
Smooth And Consistent Probabilistic Regression Trees
NIPS 2020
Transductive Bounds for the Multi-Class Majority Vote Classifier
AAAI 2019