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Proceedings of Machine Learning Research

Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research
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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