Accepted papers:
Preface
- Andrés Cano, Jasper De Bock, Enrique Miranda, Serafín Moral
Isipta 2021: Preface
Long papers
- Antoine Ajenjo, Emmanuel Ardillon, Vincent Chabridon, Scott Cogan and Emeline Sadoulet-Reboul
An Info-gap Framework for Comparing Epistemic Uncertainty Models in Hybrid Structural Reliability Analysis - Paolo Baldi and Hykel Hosni
Logical Approximations of Qualitative Probability - Alessio Benavoli, Alessandro Facchini and Marco Zaffalon
Quantum Indistinguishability through Exchangeable Desirable Gambles - Andrey G. Bronevich and Igor N. Rozenberg
Generalized Hartley Measures on Credal Sets - Catrin Campbell-Moore
Probability Filters as a Model of Belief; Comparisons to the Framework of Desirable Gambles - Yonatan Carlos Carranza Alarcón and Sébastien Destercke
Distributionally Robust, Skeptical Binary Inferences in Multi-label Problems
Supplementary material - Arianna Casanova, Alessio Benavoli and Marco Zaffalon
Nonlinear Desirability as a Linear Classification Problem
Supplementary material - Leonardo Cella and Ryan Martin
Valid Inferential Models for Prediction in Supervised Learning Problems - Jasper De Bock and Natan T'Joens
Average Behaviour of Imprecise Markov Chains: A Single Pointwise Ergodic Theorem for Six Different Models - Glauber de Bona, Victor Hugo Nascimento Rocha and Fabio Cozman
Epistemic Argumentation with Conditional Probabilities and Labeling Constraints - Gert de Cooman and Jasper De Bock
Randomness and Imprecision: A Discussion of Recent Results - Esther Anna Corsi, Tommaso Flaminio and Hykel Hosni
When Belief Functions and Lower Probabilities are Indistinguishable - Sébastien Destercke, Ignacio Montes and Enrique Miranda
Processing Multiple Distortion Models: a Comparative Study - Serena Doria
Credal Sets of Coherent Conditional Probabilities Defined by Hausdorff Measures - Alexander Erreygers and Jasper De Bock
Extending the Domain of Imprecise Jump Processes from Simple Variables to Measurable Ones - Marc Fischer and Alexis Vignes
An Imprecise Bayesian Approach to Thermal Runaway Probability
Supplementary material - Ruobin Gong, Joseph B. Kadane, Mark J. Schervish and Teddy Seidenfeld
Total Evidence and Learning with Imprecise Probabilities - Ander Gray, Dominik Hose, Marco De Angelis, Michael Hanss and Scott Ferson
Dependent Possibilistic Arithmetic using Copulas - Dominik Hose and Michael Hanss
A Recursive Formulation of Possibilistic Filters - Juerg Kohlas, Arianna Casanova and Marco Zaffalon
Information Algebras of Coherent Sets of Gambles in General Possibility Spaces - Dominik Kreiss, Georg Schollmeyer and Thomas Augustin
Towards Improving Electoral Forecasting by Including Undecided Voters and Interval-valued Prior Knowledge - Ignacio Montes
On the Comonotone Natural Extension of Marginal p-Boxes - Serafín Moral-García and Joaquín Abellán
Basic Probability Assignments Representable via Belief Intervals for Singletons in Dempster-Shafer Theory - Serafín Moral-García, Javier García Castellano, Carlos J. Mantas Ruiz and Joaquín Abellán
Using Credal C4.5 for Calibrated Label Ranking in Multi-Label Classification - Nawapon Nakharutai and Matthias Troffaes
Improving Algorithms for Decision Making with the Hurwicz Criterion - Floris Persiau, Jasper De Bock and Gert de Cooman
A Remarkable Equivalence between Non-Stationary Precise and Stationary Imprecise Uncertainty Models in Computable Randomness - Davide Petturiti and Barbara Vantaggi
Betting Schemes for Assessing Coherent Numerical and Comparative Conditional Possibilities - Benjamin Quost
Decision-making from Partial Instances by Active Feature Querying - Georg Schollmeyer
Computing Simple Bounds for Regression Estimates for Linear Regression with Interval-valued Covariates - Patrick Michael Schwaferts and Thomas Augustin
Imprecise Hypothesis-based Bayesian Decision Making with Composite Hypotheses - Nicholas Syring and Ryan Martin
Stochastic Optimization for Numerical Evaluation of Imprecise Probabilities - Alberto Termine, Alessandro Antonucci, Alessandro Facchini and Giuseppe Primiero
Robust Model Checking with Imprecise Markov Reward Models - Natan T'Joens and Jasper De Bock
Global Upper Expectations for Discrete-Time Stochastic Processes: In Practice, They Are All The Same! - Arthur Van Camp, Kevin Blackwell and Jason Konek
Independent Natural Extension for Choice Functions
Supplementary material - Gregory Wheeler
Discounting Desirable Gambles - Marco Zaffalon and Enrique Miranda
The Sure Thing
Short papers
- Rafael Cabañas and Alessandro Antonucci
CREPO: An Open Repository to Benchmark Credal Network Algorithm Supplementary material - Marco De Angelis, Roberto Rocchetta, Ander Gray and Scott Ferson
Constructing Consonant Predictive Beliefs from Data with Scenario Theory - Love Ekenberg and Mats Danielson
Probabilistic Risk Management in Project Portfolios - Rupert Freeman, David Pennock, Daniel Reeves, David Rothschild and Bo Waggoner
Towards a Theory of Confidence in Market-Based Predictions - Haifei Zhang, Benjamin Quost and Marie-Hélène Masson
Cautious Random Forests: a new Decision Strategy and some Experiments
Poster abstracts
- Marshall Abrams
Time Scale Relativity of Objective Imprecise Probability - Abdulmajeed Alharbi, Frank P. A. Coolen and Tahani Coolen-Maturi
Direct Nonparametric Predictive Inference Classification Trees - Masad Alrasheedi, Tahani Coolen-Maturi and Frank Coolen
Constructing Classification Trees with NPI-based Thresholds for Continuous Attributes - Tathagata Basu, Matthias Troffaes and Jochen Einbeck
Bayesian Adaptive Selection under Prior Ignorance - Tathagata Basu, Matthias Troffaes and Jochen Einbeck
Robust Bayesian Causal Inference for High-Dimensional Problems - Michele Caprio and Ruobin Gong
Dynamic Imprecise Probability Kinematics - Tijn Centen, Cassio de Campos, Thomas Krak and Erik Quaeghebeur
Beyond Tree-Shaped Credal Sum-Product Networks - Arne Decadt
Decide Quicker with Total Choice Functions - Keano De Vos, Gert de Cooman, Jasper De Bock, Natan T'Joens and Alexander Erreygers
Modelling Uncertainty in Quantum Mechanics using Imprecise Probabilities - Thomas Fetz
Computing Upper Probabilities Using Global Optimization Algorithms Together With Importance Sampling Techniques - Marc Fischer
On the Principal Principle and Imprecise Subjective Bayesianism - Pierre E. Jacob, Ruobin Gong, Paul T. Edlefsen and Arthur P. Dempster
A Gibbs Sampler for a Class of Random Convex Polytopes - Christoph Jansen, Georg Schollmeyer and Thomas Augustin
Elicitation of Preference Systems: Two Procedures and their Application to Decision Making under Severe Uncertainty - Thomas Krak
An Efficient Lower Transition Rate Operator for the Sensitivity Analysis of Continuous-Time Markov Chains - Giacomo Molinari
An Accuracy Argument for Coherent Lower Previsions - Serafín Moral, Andrés Cano, Manuel Gómez-Olmedo
Hierarchical Probabilistic Intervals - Max Nendel
Wasserstein Perturbations of Markovian Transition Probabilities - Renato Pelessoni and Paolo Vicig
Jensen-Like Inequalities for Imprecise Previsions - Aaditya Ramdas, Johannes Ruf, Martin Larsson and Wouter Koolen
How Can One Test if a Binary Sequence is Exchangeable? Fork-Convex Hulls, Supermartingales, and Snell Envelopes - Pablo Ramsés Alonso Martín, Ignacio Montes and Enrique Miranda
Distortion Models for the Probability of Rare Events: an Application on Human Reliability - Fernando Reche, María Morales and Antonio Salmeron
Measuring Dispersion and Concordance of Real-valued Functions With Respect To Fuzzy Measures - Julian Rodemann and Thomas Augustin
Accounting for Imprecision of Model Specification in Bayesian Optimization
News
Important dates
- Submission deadlines:
Long and short papers: February 10th, 2021.Title and abstract: February 20th, 2021.Full paper: February 28th, 2021.1-page abstracts: April 20th, 2021.Poster abstracts: May 15th, 2021.- Poster abstracts final version: June 15th, 2021.
- Upload poster files to Researchers.One: June 28th, 2021.
Paper notification: April 15th, 2021.Paper final version due: May 10th, 2021.
Organisation
ISIPTA 2021 is organised by the UTAI group, a research group of the Department of Computer Science and Artificial Intelligence, University of Granada.
For info about the conference, contact isipta@decsai.ugr.es. For comments about the website, contact Manuel Gómez-Olmedo.