David Huber

Orcid: 0000-0002-2892-7348

Affiliations:

IDSIA, Lugano, Switzerland

According to our database¹, David Huber authored at least 13 papers between 2007 and 2023.

Collaborative distances:

Dijkstra number² of five.
Erdős number³ of four.

Timeline

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Bibliography

2023

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

[BibT_eX]

[DOI]

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

Tractable Bounding of Counterfactual Queries by Knowledge Compilation.

[BibT_eX]

[DOI]

CoRR, 2023

Efficient Computation of Counterfactual Bounds.

[BibT_eX]

[DOI]

CoRR, 2023

2022

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

[BibT_eX]

[DOI]

CoRR, 2022

Bounding Counterfactuals under Selection Bias.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Probabilistic Graphical Models, 2022

2020

CREMA: A Java Library for Credal Network Inference.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Probabilistic Graphical Models, 2020

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

[BibT_eX]

[DOI]

Proceedings of the International Conference on Probabilistic Graphical Models, 2020

2018

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

[BibT_eX]

[DOI]

Alessandro Giusti

David Huber

Luca Maria Gambardella

AAAI, 2018

2015

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

[BibT_eX]

[DOI]

Int. J. Approx. Reason., 2015

2013

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

[BibT_eX]

[DOI]

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

Approximating Credal Network Inferences by Linear Programming.

[BibT_eX]

[DOI]

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

2008

Semantic links in integrated modelling frameworks.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Ioannis N. Athanasiadis

Sander Janssen

David Huber

Andrea Emilio Rizzoli

Martin K. van Ittersum

Proceedings of the Information Technologies in Environmental Engineering, 2007

David Huber

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