Aritz Pérez
5 papers · 2018–2024 · 3 conferences · across top CS/AI conferences
Achievements
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🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 🌍 Conference Polyglot (3) 🏃 Academic Marathon (6)
🐝
Cross-Pollinator
(10)
🗺️
Taxonomy Completionist
(14)
Conferences
NIPS (2)
PGM (2)
UAI (1)
Top co-authors
Research topics
Keywords
graphical model
(2)
minimax risk classifier
(2)
learning theory
(1)
bayesian learning
(1)
bayesian inference
(1)
statistical learning theory
(1)
feature selection
(1)
graph learning
(1)
pac-bayes theory
(1)
high-dimensional regression
(1)
integer linear programming
(1)
surrogate loss
(1)
concentration inequality
(1)
finite-sample analysis
(1)
0-1 loss
(1)
support vector machine
(1)
generalization bound
(1)
score function
(1)
approximation algorithm
(1)
pac-bayes bound
(1)
Papers
PAC-Bayes-Chernoff bounds for unbounded losses
NIPS 2024
Efficient Learning of Minimax Risk Classifiers in High Dimensions
UAI 2023
Minimax Classification with 0-1 Loss and Performance Guarantees
NIPS 2020
Learning decomposable models by coarsening
PGM 2020
Approximating the maximum weighted decomposable graph problem with applications to probabilistic graphical models
PGM 2018