Concepedia

Alejandro Molina

AM

20

Publications

708

Citations

16

H-Index

1992

Active since

Affiliations

Technical University of Darmstadt(Current)

TU Dortmund University

University of Cambridge

University of Bari Aldo Moro

Karlsruhe University of Applied Sciences

Alejandro Molina is an author at Technical University of Darmstadt specializing in engineering, data science, and computer science.

Top concepts

EngineeringData ScienceComputer ScienceMachine LearningDeep LearningKnowledge DiscoveryArtificial IntelligenceStatisticsData ModelingGraphical Models

Publications per year

1992–2020

20

Publications

20

DeepDB

Benjamin Hilprecht, Andreas Schmidt, Moritz Kulessa et al. · Proceedings of the VLDB Endowment · 2020 · 201 citations

Unseen Queries, Machine Learning, Engineering +16

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

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

A virtual laboratory to support chemical reaction engineering courses using real-life problems and industrial software

Juan David Hernández Ramirez, David Soto, Sebastián Fernández López et al. · Education for Chemical Engineers · 2020 · 46 citations · Full text

Process Design, Chemical Engineering, Engineering +13

SPFlow: An Easy and Extensible Library for Deep Probabilistic Learning using Sum-Product Networks

Alejandro Molina, Antonio Vergari, Karl Stelzner et al. · arXiv (Cornell University) · 2019 · 32 citations · Full text

Artificial Intelligence, Deep Probabilistic Learning, Structured Prediction +22

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