Peter Antal
4 papers · 2003–2023 · 3 venues · across top CS/AI venues
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Achievements
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🐣 Hot Topic Early Bird 🏃 Academic Marathon · Ultra 🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (13)
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Mega-Team · Squad
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Conference Pioneer
Venues
Top co-authors
Research topics
Artificial Intelligence
(3)
Machine Learning
(3)
Healthcare & Medicine
(2)
Bayesian & Probabilistic · Artificial Intelligence
(2)
Bayesian & Probabilistic · Machine Learning
(2)
Core Methods
(2)
Optimization & Theory
(2)
Application Areas
(1)
Clinical
(1)
Learning Paradigms
(1)
Learning Types
(1)
Research
(1)
Keywords
probabilistic graphical model
(2)
bayesian inference
(1)
bayesian matrix factorization
(1)
gradient aggregation
(1)
hierarchical bayesian
(1)
posterior distribution
(1)
gaussian process
(1)
gibbs sampling
(1)
posterior inference
(1)
multivariate analysis
(1)
hierarchical model
(1)
gaussian process prior
(1)
model training
(1)
drug discovery
(1)
missing data
(1)
missing not at random
(1)
drug-target interaction
(1)
comorbidity analysis
(1)
bayesian graphical model
(1)
multimorbidity analysis
(1)
Papers
Industry-Scale Orchestrated Federated Learning for Drug Discovery
AAAI 2023
Bayesian Matrix Factorization with Non-Random Missing Data using Informative Gaussian Process Priors and Soft Evidences
PGM 2016
Joint Bayesian Modelling of Internal Dependencies and Relevant Multimorbidities of a Heterogeneous Disease
PGM 2016
A Bayesian View of Challenges in Feature Selection: Feature Aggregation, Multiple Targets, Redundancy and Interaction
AISTATS 2003