Concepedia

Antonio Vergari

AV

19

Publications

599

Citations

15

H-Index

2017

Active since

Affiliations

University of California, Los Angeles(Current)

Technical University of Darmstadt

University of Cambridge

University of Bari Aldo Moro

TU Dortmund University

Antonio Vergari is an author at University of California, Los Angeles specializing in computer science, machine learning, and data science.

Top concepts

EngineeringComputer ScienceMachine LearningData ScienceDeep LearningArtificial IntelligenceKnowledge DiscoveryAutomated ReasoningStatistical InferenceStatistics

Publications per year

2017–2024

19

Publications

19

From Variational to Deterministic Autoencoders

Partha Ghosh, Mehdi S. M. Sajjadi, Antonio Vergari et al. · arXiv (Cornell University) · 2019 · 106 citations · Full text

Artificial Intelligence, Gaussian Vae, Machine Learning +11

Mixed Sum-Product Networks: A Deep Architecture for Hybrid Domains

Alejandro Molina, Antonio Vergari, Nicola Di Mauro et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 2018 · 78 citations · Full text

Structured Prediction, Engineering, Machine Learning +18

From Variational to Deterministic Autoencoders

Partha Ghosh, Mehdi S. M. Sajjadi, Antonio Vergari et al. · International Conference on Learning Representations · 2020 · 74 citations

Gaussian Vae, Machine Learning, Data Science +12

Random sum-product networks: A simple and effective approach to probabilistic deep learning

Robert Peharz, Antonio Vergari, Karl Stelzner et al. · TU/e Research Portal · 2019 · 50 citations · Full text

Artificial Intelligence, Effective Approach, Structured Prediction +15

Exploring Digital Biomarkers of Illness Activity in Mood Episodes: Hypotheses Generating and Model Development Study

Gerard Anmella, Filippo Corponi, Bryan M. Li et al. · JMIR mhealth and uhealth · 2023 · 34 citations · Full text

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