David Huber

16 papers A* 1C 2Journal 9Unranked 4
YearRankTypeTitle / Venue / Authors
2024 J jnl
Efficient computation of counterfactual bounds.
Int. J. Approx. Reason.
Marco Zaffalon, Alessandro Antonucci, Rafael Cabañas, David Huber, Dario Azzimonti
2023 J jnl
Approximating Counterfactual Bounds while Fusing Observational, Biased and Randomised Data Sources.
CoRR
Marco Zaffalon, Alessandro Antonucci, Rafael Cabañas, David Huber
2023 J jnl
Approximating counterfactual bounds while fusing observational, biased and randomised data sources.
Int. J. Approx. Reason.
Marco Zaffalon, Alessandro Antonucci, Rafael Cabañas, David Huber
2023 J jnl
Efficient Computation of Counterfactual Bounds.
CoRR
Marco Zaffalon, Alessandro Antonucci, Rafael Cabañas, David Huber, Dario Azzimonti
2023 J jnl
Tractable Bounding of Counterfactual Queries by Knowledge Compilation.
CoRR
David Huber, Yizuo Chen, Alessandro Antonucci, Adnan Darwiche, Marco Zaffalon
2022 — conf
Bounding Counterfactuals under Selection Bias.
PGM
Marco Zaffalon, Alessandro Antonucci, Rafael Cabañas, David Huber, Dario Azzimonti
2022 J jnl
Bounding Counterfactuals under Selection Bias.
CoRR
Marco Zaffalon, Alessandro Antonucci, Rafael Cabañas, David Huber, Dario Azzimonti
2022 J jnl
Learning to Bound Counterfactual Inference in Structural Causal Models from Observational and Randomised Data.
CoRR
Marco Zaffalon, Alessandro Antonucci, David Huber, Rafael Cabañas
2020 — conf
CREDICI: A Java Library for Causal Inference by Credal Networks.
PGM
Rafael Cabañas, Alessandro Antonucci, David Huber, Marco Zaffalon
2020 — conf
CREMA: A Java Library for Credal Network Inference.
PGM
David Huber, Rafael Cabañas, Alessandro Antonucci, Marco Zaffalon
2018 A* conf
Introducing Machine Learning Concepts by Training a Neural Network to Recognize Hand Gestures.
AAAI
Alessandro Giusti, David Huber, Luca Maria Gambardella
2015 J jnl
Approximate credal network updating by linear programming with applications to decision making.
Int. J. Approx. Reason.
Alessandro Antonucci, Cassio P. de Campos, David Huber, Marco Zaffalon
2013 C conf
Approximating Credal Network Inferences by Linear Programming.
ECSQARU
Alessandro Antonucci, Cassio P. de Campos, David Huber, Marco Zaffalon
2013 C conf
CREDO: A military decision-support system based on credal networks.
FUSION
Alessandro Antonucci, David Huber, Marco Zaffalon, Philippe Luginbuhl, Ian Chapman, Richard Ladouceur
2008 J jnl
Semantic links in integrated modelling frameworks.
Math. Comput. Simul.
Andrea Emilio Rizzoli, Marcello Donatelli, Ioannis N. Athanasiadis, Ferdinando Villa, David Huber
2007 — conf
Semantic Modeling in Farming Systems Research - The Case of the Agricultural Management Definition Module.
ITEE
Ioannis N. Athanasiadis, Sander Janssen, David Huber, Andrea Emilio Rizzoli, Martin K. van Ittersum