Andres Masegosa
6 papers · 2017–2022 · 4 conferences · across top CS/AI conferences
Achievements
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🐣 Hot Topic Early Bird 🧭 Keyword Pioneer 🌍 Conference Polyglot (4) 🏃 Academic Marathon (5) 🐝 Cross-Pollinator (13)
🗺️
Taxonomy Completionist
(14)
🌉
Interdisciplinary Bridge
🏆
Keyword Champion
(3)
Conferences
NIPS (3)
AISTATS (1)
ICML (1)
PGM (1)
Top co-authors
Keywords
ensemble method
(3)
weighted majority vote
(3)
ensemble learning
(2)
model averaging
(2)
variational inference
(2)
bayesian model averaging
(1)
generalization error
(1)
concentration inequality
(1)
bayesian network
(1)
generalization bound
(1)
pac-bayesian bound
(1)
data stream
(1)
mixture model
(1)
pac-bayes bound
(1)
risk bound
(1)
neural network ensemble
(1)
random forest
(1)
hierarchical prior
(1)
temporal drift
(1)
conjugate analysis
(1)
Papers
Diversity and Generalization in Neural Network Ensembles
AISTATS 2022
A Reparameterization of Mixtures of Truncated Basis Functions and its Applications
PGM 2022
Chebyshev-Cantelli PAC-Bayes-Bennett Inequality for the Weighted Majority Vote
NIPS 2021
Second Order PAC-Bayesian Bounds for the Weighted Majority Vote
NIPS 2020
Learning under Model Misspecification: Applications to Variational and Ensemble methods
NIPS 2020
Bayesian Models of Data Streams with Hierarchical Power Priors
ICML 2017