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Proceedings of Machine Learning Research

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Proceedings of Machine Learning Research
PMLR · 2026-06-02 · via Proceedings of Machine Learning Research

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Volume 62: Proceedings of the Tenth International Symposium on Imprecise Probability: Theories and Applications, 10-14 July 2017,

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Editors: Alessandro Antonucci, Giorgio Corani, Inés Couso, Sébastien Destercke

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Differences of Opinion

; Proceedings of the Tenth International Symposium on Imprecise Probability: Theories and Applications, PMLR 62:1-12

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Kurt Weichselberger’s Contribution to Imprecise Probabilities

Thomas Augustin, Rudolf Seising; Proceedings of the Tenth International Symposium on Imprecise Probability: Theories and Applications, PMLR 62:13-24

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SOS for Bounded Rationality

Alessio Benavoli, Alessandro Facchini, Dario Piga, Marco Zaffalon; Proceedings of the Tenth International Symposium on Imprecise Probability: Theories and Applications, PMLR 62:25-36

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A Polarity Theory for Sets of Desirable Gambles

Alessio Benavoli, Alessandro Facchini, Marco Zaffalon, José Vicente-Pérez; Proceedings of the Tenth International Symposium on Imprecise Probability: Theories and Applications, PMLR 62:37-48

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Modeling Markov Decision Processes with Imprecise Probabilities Using Probabilistic Logic Programming

Thiago P. Bueno, Denis D. Mauá, Leliane N. Barros, Fabio G. Cozman; Proceedings of the Tenth International Symposium on Imprecise Probability: Theories and Applications, PMLR 62:49-60

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Empirical Interpretation of Imprecise Probabilities

Marco E. G. V. Cattaneo; Proceedings of the Tenth International Symposium on Imprecise Probability: Theories and Applications, PMLR 62:61-72

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Bayesian Inference under Ambiguity: Conditional Prior Belief Functions

Giulianella Coletti, Davide Petturiti, Barbara Vantaggi; Proceedings of the Tenth International Symposium on Imprecise Probability: Theories and Applications, PMLR 62:73-84

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Weak Dutch Books versus Strict Consistency with Lower Previsions

Chiara Corsato, Renato Pelessoni, Paolo Vicig; Proceedings of the Tenth International Symposium on Imprecise Probability: Theories and Applications, PMLR 62:85-96

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Reconciling Bayesian and Frequentist Tests: the Imprecise Counterpart

Inés Couso, Antonio Álvarez-Caballero, Luciano Sánchez; Proceedings of the Tenth International Symposium on Imprecise Probability: Theories and Applications, PMLR 62:97-108

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Evenly Convex Credal Sets

Fabio G. Cozman; Proceedings of the Tenth International Symposium on Imprecise Probability: Theories and Applications, PMLR 62:109-120

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Independent Natural Extension for Infinite Spaces: Williams-Coherence to the Rescue

Jasper De Bock; Proceedings of the Tenth International Symposium on Imprecise Probability: Theories and Applications, PMLR 62:121-132

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Computable Randomness is Inherently Imprecise

Gert Cooman, Jasper De Bock; Proceedings of the Tenth International Symposium on Imprecise Probability: Theories and Applications, PMLR 62:133-144

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Imprecise Continuous-Time Markov Chains: Efficient Computational Methods with Guaranteed Error Bounds

Alexander Erreygers, Jasper De Bock; Proceedings of the Tenth International Symposium on Imprecise Probability: Theories and Applications, PMLR 62:145-156

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(Generalized) Linear Regression on Microaggregated Data – From Nuisance Parameter Optimization to Partial Identification

Paul Fink, Thomas Augustin; Proceedings of the Tenth International Symposium on Imprecise Probability: Theories and Applications, PMLR 62:157-168

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Maximum Likelihood with Coarse Data based on Robust Optimisation

Romain Guillaume, Inés Couso, Didier Dubois; Proceedings of the Tenth International Symposium on Imprecise Probability: Theories and Applications, PMLR 62:169-180

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Concepts for Decision Making under Severe Uncertainty with Partial Ordinal and Partial Cardinal Preferences

Christoph Jansen, Georg Schollmeyer, Thomas Augustin; Proceedings of the Tenth International Symposium on Imprecise Probability: Theories and Applications, PMLR 62:181-192

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Efficient Computation of Updated Lower Expectations for Imprecise Continuous-Time Hidden Markov Chains

Thomas Krak, Jasper De Bock, Arno Siebes; Proceedings of the Tenth International Symposium on Imprecise Probability: Theories and Applications, PMLR 62:193-204

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Credal Sum-Product Networks

Denis D. Mauá, Fabio G. Cozman, Diarmaid Conaty, Cassio P. Campos; Proceedings of the Tenth International Symposium on Imprecise Probability: Theories and Applications, PMLR 62:205-216

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Game Solutions, Probability Transformations and the Core

Enrique Miranda, Ignacio Montes; Proceedings of the Tenth International Symposium on Imprecise Probability: Theories and Applications, PMLR 62:217-228

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A Study of the Pari-Mutuel Model from the Point of View of Imprecise Probabilities

Ignacio Montes, Enrique Miranda, Sébastien Destercke; Proceedings of the Tenth International Symposium on Imprecise Probability: Theories and Applications, PMLR 62:229-240

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Efficient Algorithms for Checking Avoiding Sure Loss

Nawapon Nakharutai, Matthias C. M. Troffaes, Camila C. S. Caiado; Proceedings of the Tenth International Symposium on Imprecise Probability: Theories and Applications, PMLR 62:241-252

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Towards a Cautious Modelling of Missing Data in Small Area Estimation

Julia Plass, Aziz Omar, Thomas Augustin; Proceedings of the Tenth International Symposium on Imprecise Probability: Theories and Applications, PMLR 62:253-264

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Efficient Computation of Belief Theoretic Conditionals

Lalintha G. Polpitiya, Kamal Premaratne, Manohar N. Murthi, Dilip Sarkar; Proceedings of the Tenth International Symposium on Imprecise Probability: Theories and Applications, PMLR 62:265-276

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The CWI World Cup Competition: Eliciting Sets of Acceptable Gambles

Erik Quaeghebeur, Chris Wesseling, Emma Beauxis-Aussalet, Teresa Piovesan, Tom Sterkenburg; Proceedings of the Tenth International Symposium on Imprecise Probability: Theories and Applications, PMLR 62:277-288

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Errors Bounds for Finite Approximations of Coherent Lower Previsions

Damjan Škulj; Proceedings of the Tenth International Symposium on Imprecise Probability: Theories and Applications, PMLR 62:289-300

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New Distributions for Modeling Subjective Lower and Upper Probabilities

Michael Smithson; Proceedings of the Tenth International Symposium on Imprecise Probability: Theories and Applications, PMLR 62:301-312

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Linear Core-Based Criterion for Testing Extreme Exact Games

Milan Studený, Václav Kratochvı́l; Proceedings of the Tenth International Symposium on Imprecise Probability: Theories and Applications, PMLR 62:313-324

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A Note on Imprecise Monte Carlo over Credal Sets via Importance Sampling

Matthias C. M. Troffaes; Proceedings of the Tenth International Symposium on Imprecise Probability: Theories and Applications, PMLR 62:325-332

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Imprecise Swing Weighting for Multi-Attribute Utility Elicitation Based on Partial Preferences

Matthias C. M. Troffaes, Ullrika Sahlin; Proceedings of the Tenth International Symposium on Imprecise Probability: Theories and Applications, PMLR 62:333-345

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Exchangeable Choice Functions

Arthur Van Camp, Gert Cooman; Proceedings of the Tenth International Symposium on Imprecise Probability: Theories and Applications, PMLR 62:346-357

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Computing Minimax Decisions with Incomplete Observations

Thijs van Ommen; Proceedings of the Tenth International Symposium on Imprecise Probability: Theories and Applications, PMLR 62:358-369

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Agreeing to Disagree and Dilation

Jiji Zhang, Hailin Liu, Teddy Seidenfeld; Proceedings of the Tenth International Symposium on Imprecise Probability: Theories and Applications, PMLR 62:370-381

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