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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 · 2026-05-29 · via Proceedings of Machine Learning Research

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Volume 215: International Symposium on Imprecise Probability: Theories and Applications, 11-14 July 2023, Oviedo, Spain

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Editors: Enrique Miranda, Ignacio Montes, Erik Quaeghebeur, Barbara Vantaggi

[bib][citeproc]

Contents:

  • Preface
  • Papers

Filter Authors: Filter Titles:

Preface

ISIPTA 2023: Preface

; Proceedings of the Thirteenth International Symposium on Imprecise Probability: Theories and Applications, PMLR 215:1-2

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Papers

Sets of probability measures and convex combination spaces

Miriam Alonso de la Fuente, Pedro Terán; Proceedings of the Thirteenth International Symposium on Imprecise Probability: Theories and Applications, PMLR 215:3-10

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Differential privacy: general inferential limits via intervals of measures

James Bailie, Ruobin Gong; Proceedings of the Thirteenth International Symposium on Imprecise Probability: Theories and Applications, PMLR 215:11-24

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Closure operators, classifiers and desirability

Alessio Benavoli, Alessandro Facchini, Marco Zaffalon; Proceedings of the Thirteenth International Symposium on Imprecise Probability: Theories and Applications, PMLR 215:25-36

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Describing and quantifying contradiction between pieces of evidence via Belnap Dunn logic and Dempster-Shafer theory

Marta Bı́lková, Sabine Frittella, Daniil Kozhemiachenko, Ondrej Majer, Krishna Manoorkar; Proceedings of the Thirteenth International Symposium on Imprecise Probability: Theories and Applications, PMLR 215:37-47

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Representing suppositional decision theories with sets of desirable gambles

Kevin Blackwell; Proceedings of the Thirteenth International Symposium on Imprecise Probability: Theories and Applications, PMLR 215:48-58

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Depth functions for partial orders with a descriptive analysis of machine learning algorithms

Hannah Blocher, Georg Schollmeyer, Christoph Jansen, Malte Nalenz; Proceedings of the Thirteenth International Symposium on Imprecise Probability: Theories and Applications, PMLR 215:59-71

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Dynamic precise and imprecise probability kinematics

Michele Caprio, Ruobin Gong; Proceedings of the Thirteenth International Symposium on Imprecise Probability: Theories and Applications, PMLR 215:72-83

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Constriction for sets of probabilities

Michele Caprio, Teddy Seidenfeld; Proceedings of the Thirteenth International Symposium on Imprecise Probability: Theories and Applications, PMLR 215:84-95

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A generalized notion of conjunction for two conditional events

Lydia Castronovo, Giuseppe Sanfilippo; Proceedings of the Thirteenth International Symposium on Imprecise Probability: Theories and Applications, PMLR 215:96-108

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Finite sample valid probabilistic inference on quantile regression

Leonardo Cella; Proceedings of the Thirteenth International Symposium on Imprecise Probability: Theories and Applications, PMLR 215:109-118

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A modal logic for uncertainty: a completeness theorem

Esther Anna Corsi, Tommaso Flaminio, Lluı́s Godo, Hykel Hosni; Proceedings of the Thirteenth International Symposium on Imprecise Probability: Theories and Applications, PMLR 215:119-129

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Markov conditions and factorization in logical credal networks

Fabio Gagliardi Cozman; Proceedings of the Thirteenth International Symposium on Imprecise Probability: Theories and Applications, PMLR 215:130-140

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A theory of desirable things

Jasper De Bock; Proceedings of the Thirteenth International Symposium on Imprecise Probability: Theories and Applications, PMLR 215:141-152

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Desirable sets of things and their logic

Gert de Cooman, Arthur Van Camp, Jasper De Bock; Proceedings of the Thirteenth International Symposium on Imprecise Probability: Theories and Applications, PMLR 215:153-164

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The set structure of precision

Rabanus Derr, Robert C. Williamson; Proceedings of the Thirteenth International Symposium on Imprecise Probability: Theories and Applications, PMLR 215:165-176

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Indistinguishability through exchangeability in quantum mechanics?

Keano De Vos, Gert de Cooman, Jasper De Bock; Proceedings of the Thirteenth International Symposium on Imprecise Probability: Theories and Applications, PMLR 215:177-188

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A pointfree approach to measurability and statistical models

Antonio Di Nola, Serafina Lapenta, Giacomo Lenzi; Proceedings of the Thirteenth International Symposium on Imprecise Probability: Theories and Applications, PMLR 215:189-199

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Eliciting hybrid probability-possibility functions and their decision evaluation models

Didier Dubois, Romain Guillaume, Agnès Rico; Proceedings of the Thirteenth International Symposium on Imprecise Probability: Theories and Applications, PMLR 215:200-209

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Sublinear expectations for countable-state uncertain processes

Alexander Erreygers; Proceedings of the Thirteenth International Symposium on Imprecise Probability: Theories and Applications, PMLR 215:210-221

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A comparison between a frequentist, Bayesian and imprecise Bayesian approach to delay time maintenance

Marc Fischer; Proceedings of the Thirteenth International Symposium on Imprecise Probability: Theories and Applications, PMLR 215:222-229

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Towards a strictly frequentist theory of imprecise probability

Christian Fröhlich, Rabanus Derr, Robert C. Williamson; Proceedings of the Thirteenth International Symposium on Imprecise Probability: Theories and Applications, PMLR 215:230-240

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Robust possibilistic production planning under temporal demand uncertainty with knowledge on dependencies

Romain Guillaume; Proceedings of the Thirteenth International Symposium on Imprecise Probability: Theories and Applications, PMLR 215:241-248

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Testing the coherence of data and external intervals via an imprecise Sargan-Hansen test

Martin Jann; Proceedings of the Thirteenth International Symposium on Imprecise Probability: Theories and Applications, PMLR 215:249-258

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On the relationship between graphical and compositional models for the Dempster-Shafer theory of belief functions

Radim Jiroušek, Václav Kratochvı́l, Prakash P. Shenoy; Proceedings of the Thirteenth International Symposium on Imprecise Probability: Theories and Applications, PMLR 215:259-269

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Evaluating imprecise forecasts

Jason Konek; Proceedings of the Thirteenth International Symposium on Imprecise Probability: Theories and Applications, PMLR 215:270-279

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The logic FP(Ł,Ł) and two-sorted equational states

Serafina Lapenta, Sebastiano Napolitano, Luca Spada; Proceedings of the Thirteenth International Symposium on Imprecise Probability: Theories and Applications, PMLR 215:280-287

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Uncertainty propagation using copulas in a 3D stereo matching pipeline

Roman Malinowski, Sébastien Destercke, Emmanuel Dubois, Loı̈c Dumas, Emmanuelle Sarrazin; Proceedings of the Thirteenth International Symposium on Imprecise Probability: Theories and Applications, PMLR 215:288-298

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Fiducial inference viewed through a possibility-theoretic inferential model lens

Ryan Martin; Proceedings of the Thirteenth International Symposium on Imprecise Probability: Theories and Applications, PMLR 215:299-310

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Learning calibrated belief functions from conformal predictions

Vitor Martin Bordini, Sébastien Destercke, Benjamin Quost; Proceedings of the Thirteenth International Symposium on Imprecise Probability: Theories and Applications, PMLR 215:311-320

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Specifying credal sets with probabilistic answer set programming

Denis Deratani Mauá, Fabio Gagliardi Cozman; Proceedings of the Thirteenth International Symposium on Imprecise Probability: Theories and Applications, PMLR 215:321-332

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Vertical barrier models as unified distortions

Enrique Miranda, Renato Pelessoni, Paolo Vicig; Proceedings of the Thirteenth International Symposium on Imprecise Probability: Theories and Applications, PMLR 215:333-343

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A study of Jeffrey’s rule with imprecise probability models

Enrique Miranda, Arthur Van Camp; Proceedings of the Thirteenth International Symposium on Imprecise Probability: Theories and Applications, PMLR 215:344-355

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Trust the evidence: two deference principles for imprecise probabilities

Giacomo Molinari; Proceedings of the Thirteenth International Symposium on Imprecise Probability: Theories and Applications, PMLR 215:356-366

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Neighbourhood models induced by the Euclidean distance and the Kullback-Leibler divergence

Ignacio Montes; Proceedings of the Thirteenth International Symposium on Imprecise Probability: Theories and Applications, PMLR 215:367-378

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Expected time averages in Markovian imprecise jump processes: a graph-theoretic characterisation of weak ergodicity

Yema Paul, Alexander Erreygers, Jasper De Bock; Proceedings of the Thirteenth International Symposium on Imprecise Probability: Theories and Applications, PMLR 215:379-389

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Imprecision in martingale-theoretic prequential randomness

Floris Persiau, Gert de Cooman; Proceedings of the Thirteenth International Symposium on Imprecise Probability: Theories and Applications, PMLR 215:390-400

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No-arbitrage pricing with $α$-DS mixtures in a market with bid-ask spreads

Davide Petturiti, Barbara Vantaggi; Proceedings of the Thirteenth International Symposium on Imprecise Probability: Theories and Applications, PMLR 215:401-411

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In all likelihoods: robust selection of pseudo-labeled data

Julian Rodemann, Christoph Jansen, Georg Schollmeyer, Thomas Augustin; Proceedings of the Thirteenth International Symposium on Imprecise Probability: Theories and Applications, PMLR 215:412-425

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On distinct belief functions in the Dempster-Shafer theory

Prakash P. Shenoy; Proceedings of the Thirteenth International Symposium on Imprecise Probability: Theories and Applications, PMLR 215:426-437

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Open world Dempster-Shafer using complementary sets

Erik Skau, Cassandra Armstrong, Duc P. Truong, David Gerts, Kari Sentz; Proceedings of the Thirteenth International Symposium on Imprecise Probability: Theories and Applications, PMLR 215:438-449

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A nonstandard approach to stochastic processes under probability bounding

Matthias C. M. Troffaes; Proceedings of the Thirteenth International Symposium on Imprecise Probability: Theories and Applications, PMLR 215:450-460

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Prime implicants as a versatile tool to explain robust classification

Hénoı̈k Willot, Sébastien Destercke, Khaled Belahcène; Proceedings of the Thirteenth International Symposium on Imprecise Probability: Theories and Applications, PMLR 215:461-471

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