André Elisseeff
7 papers · 2001–2008 · 3 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (15) 🐣 Hot Topic Early Bird
🌟
Keyword Trendsetter Combo
(5)
🧭
Keyword Pioneer
📈
Trend Setter
Venues
Top co-authors
Research topics
Keywords
feature selection
(3)
generalization error
(2)
causal structure learning
(2)
support vector machine
(2)
markov blanket
(2)
support vector regression
(1)
causal structure
(1)
latent causes
(1)
causal sufficiency
(1)
feature construction
(1)
conditional independence
(1)
bayesian network
(1)
generalization bound
(1)
randomized algorithm
(1)
conditional independence test
(1)
feature ranking
(1)
non-asymptotic bound
(1)
recursive feature elimination
(1)
causal network
(1)
algorithm stability
(1)
Papers
Finding Latent Causes in Causal Networks: an Efficient Approach Based on Markov Blankets
NeurIPS 2008
Using Markov Blankets for Causal Structure Learning
JMLR 2008
Stability of Randomized Learning Algorithms
JMLR 2005
An Introduction to Variable and Feature Selection
JMLR 2003
Use of the Zero-Norm with Linear Models and Kernel Methods
JMLR 2003
Stability and Generalization
JMLR 2002
Design and Analysis of the Causation and Prediction Challenge
AISTATS 2001