Emilie Devijver
8 papers · 2019–2025 · 5 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
Jump to papers ↓+2 more ↓ Show less ↑
🌉 Interdisciplinary Bridge · Silver 🏃 Academic Marathon · Sprint 🗺️ Taxonomy Completionist (12) 🐣 Hot Topic Early Bird 🌍 Conference Polyglot · Silver
🏆
Keyword Champion
(2)
🚀
Conference Pioneer
Venues
Top co-authors
Research topics
Machine Learning
(4)
Core Methods
(4)
Artificial Intelligence
(3)
Knowledge & Reasoning
(3)
Core AI
(3)
Learning Types
(3)
Optimization & Theory
(3)
Reasoning
(3)
Data Science & Analytics
(2)
Methods
(2)
Mathematics & Optimization
(1)
Application Areas
(1)
Bayesian & Probabilistic
(1)
Statistics
(1)
Keywords
time series
(4)
transductive bound
(2)
causal graph
(2)
causal discovery
(2)
semi-supervised learning
(2)
majority vote classifier
(2)
multi-class classification
(1)
high-dimensional regression
(1)
probabilistic model
(1)
generalization bound
(1)
causal effect
(1)
high-dimensional data
(1)
observational data
(1)
probabilistic bound
(1)
random forest
(1)
regression tree
(1)
prediction region
(1)
inverse regression
(1)
elliptical distribution
(1)
pc algorithm
(1)
Papers
Complete Characterization for Adjustment in Summary Causal Graphs of Time Series
UAI 2025
Identifiability of total effects from abstractions of time series causal graphs
UAI 2024
Multi-class Probabilistic Bounds for Majority Vote Classifiers with Partially Labeled Data
JMLR 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
NeurIPS 2020
Transductive Bounds for the Multi-Class Majority Vote Classifier
AAAI 2019