David Huber

According to our database, David Huber authored at least 13 papers between 2007 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Efficient computation of counterfactual bounds.

Marco Zaffalon, Alessandro Antonucci, Rafael Cabañas, David Huber, Dario Azzimonti

Int. J. Approx. Reason., 2024

2023

Approximating counterfactual bounds while fusing observational, biased and randomised data sources.

Marco Zaffalon, Alessandro Antonucci, Rafael Cabañas, David Huber

Int. J. Approx. Reason., November, 2023

Tractable Bounding of Counterfactual Queries by Knowledge Compilation.

David Huber, Yizuo Chen, Alessandro Antonucci, Adnan Darwiche, Marco Zaffalon

CoRR, 2023

2022

Learning to Bound Counterfactual Inference in Structural Causal Models from Observational and Randomised Data.

Marco Zaffalon, Alessandro Antonucci, David Huber, Rafael Cabañas

CoRR, 2022

Bounding Counterfactuals under Selection Bias.

Marco Zaffalon, Alessandro Antonucci, Rafael Cabañas, David Huber, Dario Azzimonti

Proceedings of the International Conference on Probabilistic Graphical Models, 2022

2020

CREMA: A Java Library for Credal Network Inference.

David Huber, Rafael Cabañas, Alessandro Antonucci, Marco Zaffalon

Proceedings of the International Conference on Probabilistic Graphical Models, 2020

CREDICI: A Java Library for Causal Inference by Credal Networks.

Rafael Cabañas, Alessandro Antonucci, David Huber, Marco Zaffalon

Proceedings of the International Conference on Probabilistic Graphical Models, 2020

2018

Introducing Machine Learning Concepts by Training a Neural Network to Recognize Hand Gestures.

Alessandro Giusti, David Huber, Luca Maria Gambardella

AAAI, 2018

2015

Approximate credal network updating by linear programming with applications to decision making.

Alessandro Antonucci, Cassio P. de Campos, David Huber, Marco Zaffalon

Int. J. Approx. Reason., 2015

2013

CREDO: A military decision-support system based on credal networks.

Alessandro Antonucci, David Huber, Marco Zaffalon, Philippe Luginbuhl, Ian Chapman, Richard Ladouceur

Proceedings of the 16th International Conference on Information Fusion, 2013

Approximating Credal Network Inferences by Linear Programming.

Alessandro Antonucci, Cassio P. de Campos, David Huber, Marco Zaffalon

Proceedings of the Symbolic and Quantitative Approaches to Reasoning with Uncertainty, 2013

2008

Semantic links in integrated modelling frameworks.

Andrea Emilio Rizzoli, Marcello Donatelli, Ioannis N. Athanasiadis, Ferdinando Villa, David Huber

Math. Comput. Simul., 2008

2007

Semantic Modeling in Farming Systems Research - The Case of the Agricultural Management Definition Module.

Ioannis N. Athanasiadis, Sander Janssen, David Huber, Andrea Emilio Rizzoli, Martin K. van Ittersum

Proceedings of the Information Technologies in Environmental Engineering, 2007