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GeezerVison is showing proceedings.mlr.press — Proceedings of Machine Learning Research [edit] Volume 147: International Symposium on Imprecise Probability: Theories and Applications, 6-9 July 2021, University of Granada, Granada, Spain[edit] Editors: Andrés Cano, Jasper De Bock, Enrique Miranda, Serafı́n Moral PrefaceISIPTA 2021: Preface Andrés Cano, Jasper De Bock, Enrique Miranda, Serafı́n Moral; Proceedings of the Twelveth International Symposium on Imprecise Probability: Theories and Applications, PMLR 147:1-1 [abs][Download PDF] Full PapersAn Info-gap Framework for Comparing Epistemic Uncertainty Models in Hybrid Structural Reliability Analysis Antoine Ajenjo, Emmanuel Ardillon, Vincent Chabridon, Scott Cogan, Emeline Sadoulet-Reboul; Proceedings of the Twelveth International Symposium on Imprecise Probability: Theories and Applications, PMLR 147:2-11 [abs][Download PDF] Logical Approximations of Qualitative Probability Paolo Baldi, Hykel Hosni; Proceedings of the Twelveth International Symposium on Imprecise Probability: Theories and Applications, PMLR 147:12-21 [abs][Download PDF] Quantum Indistinguishability through Exchangeable Desirable Gambles Alessio Benavoli, Alessandro Facchini, Marco Zaffalon; Proceedings of the Twelveth International Symposium on Imprecise Probability: Theories and Applications, PMLR 147:22-31 [abs][Download PDF] Generalized Hartley Measures on Credal Sets Andrey G. Bronevich, Igor N. Rozenberg; Proceedings of the Twelveth International Symposium on Imprecise Probability: Theories and Applications, PMLR 147:32-41 [abs][Download PDF] Probability Filters as a Model of Belief; Comparisons to the Framework of Desirable Gambles Catrin Campbell-Moore; Proceedings of the Twelveth International Symposium on Imprecise Probability: Theories and Applications, PMLR 147:42-50 [abs][Download PDF] Distributionally Robust, Skeptical Binary Inferences in Multi-label Problems Yonatan Carlos Carranza Alarcón, Sébastien Destercke; Proceedings of the Twelveth International Symposium on Imprecise Probability: Theories and Applications, PMLR 147:51-60 Nonlinear Desirability as a Linear Classification Problem Arianna Casanova, Alessio Benavoli, Marco Zaffalon; Proceedings of the Twelveth International Symposium on Imprecise Probability: Theories and Applications, PMLR 147:61-71 Valid Inferential Models for Prediction in Supervised Learning Problems Leonardo Cella, Ryan Martin; Proceedings of the Twelveth International Symposium on Imprecise Probability: Theories and Applications, PMLR 147:72-82 [abs][Download PDF] When Belief Functions and Lower Probabilities are Indistinguishable Esther Anna Corsi, Tommaso Flaminio, Hykel Hosni; Proceedings of the Twelveth International Symposium on Imprecise Probability: Theories and Applications, PMLR 147:83-89 [abs][Download PDF] Average Behaviour of Imprecise Markov Chains: A Single Pointwise Ergodic Theorem for Six Different Models Jasper De Bock, Natan T’Joens; Proceedings of the Twelveth International Symposium on Imprecise Probability: Theories and Applications, PMLR 147:90-99 [abs][Download PDF] Epistemic Argumentation with Conditional Probabilities and Labeling Constraints Glauber de Bona, Victor Hugo Nascimento Rocha, Fabio Cozman; Proceedings of the Twelveth International Symposium on Imprecise Probability: Theories and Applications, PMLR 147:100-109 [abs][Download PDF] Randomness and Imprecision: A Discussion of Recent Results Gert de Cooman, Jasper De Bock; Proceedings of the Twelveth International Symposium on Imprecise Probability: Theories and Applications, PMLR 147:110-121 [abs][Download PDF] Processing Multiple Distortion Models: a Comparative Study Sébastien Destercke, Ignacio Montes, Enrique Miranda; Proceedings of the Twelveth International Symposium on Imprecise Probability: Theories and Applications, PMLR 147:122-131 [abs][Download PDF] Credal sets of Coherent Conditional Probabilities Defined by Hausdorff Measures Serena Doria; Proceedings of the Twelveth International Symposium on Imprecise Probability: Theories and Applications, PMLR 147:132-139 [abs][Download PDF] Extending the Domain of Imprecise Jump Processes from Simple Variables to Measurable Ones Alexander Erreygers, Jasper De Bock; Proceedings of the Twelveth International Symposium on Imprecise Probability: Theories and Applications, PMLR 147:140-149 [abs][Download PDF] An Imprecise Bayesian Approach to Thermal Runaway Probability Marc Fischer, Alexis Vignes; Proceedings of the Twelveth International Symposium on Imprecise Probability: Theories and Applications, PMLR 147:150-160 Total Evidence and Learning with Imprecise Probabilities Ruobin Gong, Joseph B. Kadane, Mark J. Schervish, Teddy Seidenfeld; Proceedings of the Twelveth International Symposium on Imprecise Probability: Theories and Applications, PMLR 147:161-168 [abs][Download PDF] Dependent Possibilistic Arithmetic using Copulas Ander Gray, Dominik Hose, Marco De Angelis, Michael Hanss, Scott Ferson; Proceedings of the Twelveth International Symposium on Imprecise Probability: Theories and Applications, PMLR 147:169-179 [abs][Download PDF] A Recursive Formulation of Possibilistic Filters Dominik Hose, Michael Hanss; Proceedings of the Twelveth International Symposium on Imprecise Probability: Theories and Applications, PMLR 147:180-190 [abs][Download PDF] Information Algebras of Coherent Sets of Gambles in General Possibility Spaces Juerg Kohlas, Arianna Casanova, Marco Zaffalon; Proceedings of the Twelveth International Symposium on Imprecise Probability: Theories and Applications, PMLR 147:191-200 [abs][Download PDF] Towards Improving Electoral Forecasting by Including Undecided Voters and Interval-valued Prior Knowledge Dominik Kreiss, Georg Schollmeyer, Thomas Augustin; Proceedings of the Twelveth International Symposium on Imprecise Probability: Theories and Applications, PMLR 147:201-209 [abs][Download PDF] On the Comonotone Natural Extension of Marginal p-Boxes Ignacio Montes; Proceedings of the Twelveth International Symposium on Imprecise Probability: Theories and Applications, PMLR 147:210-219 [abs][Download PDF] Using Credal C4.5 for Calibrated Label Ranking in Multi-Label Classification Serafı́n Moral Garcı́a, Javier Garcı́a Castellano, Carlos J. Mantas Ruiz, Joaquı́n Abellán; Proceedings of the Twelveth International Symposium on Imprecise Probability: Theories and Applications, PMLR 147:220-228 [abs][Download PDF] Basic Probability Assignments Representable via Belief Intervals for Singletons in Dempster-Shafer Theory Serafı́n Moral Garcı́a, Joaquı́n Abellán; Proceedings of the Twelveth International Symposium on Imprecise Probability: Theories and Applications, PMLR 147:229-234 [abs][Download PDF] Improving Algorithms for Decision Making with the Hurwicz Criterion Nawapon Nakharutai, Matthias Troffaes; Proceedings of the Twelveth International Symposium on Imprecise Probability: Theories and Applications, PMLR 147:235-243 [abs][Download PDF] A Remarkable Equivalence between Non-Stationary Precise and Stationary Imprecise Uncertainty Models in Computable Randomness Floris Persiau, Jasper De Bock, Gert de Cooman; Proceedings of the Twelveth International Symposium on Imprecise Probability: Theories and Applications, PMLR 147:244-253 [abs][Download PDF] Betting Schemes for Assessing Coherent Numerical and Comparative Conditional Possibilities Davide Petturiti, Barbara Vantaggi; Proceedings of the Twelveth International Symposium on Imprecise Probability: Theories and Applications, PMLR 147:254-263 [abs][Download PDF] Decision-making from Partial Instances by Active Feature Querying Benjamin Quost; Proceedings of the Twelveth International Symposium on Imprecise Probability: Theories and Applications, PMLR 147:264-272 [abs][Download PDF] Computing Simple Bounds for Regression Estimates for Linear Regression with Interval-valued Covariates Georg Schollmeyer; Proceedings of the Twelveth International Symposium on Imprecise Probability: Theories and Applications, PMLR 147:273-279 [abs][Download PDF] Imprecise Hypothesis-Based Bayesian Decision Making with Composite Hypotheses Patrick Michael Schwaferts, Thomas Augustin; Proceedings of the Twelveth International Symposium on Imprecise Probability: Theories and Applications, PMLR 147:280-288 [abs][Download PDF] Stochastic Optimization for Numerical Evaluation of Imprecise Probabilities Nicholas Syring, Ryan Martin; Proceedings of the Twelveth International Symposium on Imprecise Probability: Theories and Applications, PMLR 147:289-298 [abs][Download PDF] Robust Model Checking with Imprecise Markov Reward Models Alberto Termine, Alessandro Antonucci, Alessandro Facchini, Giuseppe Primiero; Proceedings of the Twelveth International Symposium on Imprecise Probability: Theories and Applications, PMLR 147:299-309 [abs][Download PDF] Global Upper Expectations for Discrete-Time Stochastic Processes: In Practice, They Are All The Same! Natan T’Joens, Jasper De Bock; Proceedings of the Twelveth International Symposium on Imprecise Probability: Theories and Applications, PMLR 147:310-319 [abs][Download PDF] Independent Natural Extension for Choice Functions Arthur Van Camp, Kevin Blackwell, Jason Konek; Proceedings of the Twelveth International Symposium on Imprecise Probability: Theories and Applications, PMLR 147:320-330 Discounting Desirable Gambles Gregory Wheeler; Proceedings of the Twelveth International Symposium on Imprecise Probability: Theories and Applications, PMLR 147:331-341 [abs][Download PDF] The Sure Thing Marco Zaffalon, Enrique Miranda; Proceedings of the Twelveth International Symposium on Imprecise Probability: Theories and Applications, PMLR 147:342-351 [abs][Download PDF] Short PapersCREPO: An Open Repository to Benchmark Credal Network Algorithms Rafael Cabañas, Alessandro Antonucci; Proceedings of the Twelveth International Symposium on Imprecise Probability: Theories and Applications, PMLR 147:352-356 Constructing Consonant Predictive Beliefs from Data with Scenario Theory Marco De Angelis, Roberto Rocchetta, Ander Gray, Scott Ferson; Proceedings of the Twelveth International Symposium on Imprecise Probability: Theories and Applications, PMLR 147:357-360 [abs][Download PDF] Probabilistic Risk Management in Project Portfolios Love Ekenberg, Mats Danielson; Proceedings of the Twelveth International Symposium on Imprecise Probability: Theories and Applications, PMLR 147:361-364 [abs][Download PDF] Towards a Theory of Confidence in Market-Based Predictions Rupert Freeman, David Pennock, Daniel Reeves, David Rothschild, Bo Waggoner; Proceedings of the Twelveth International Symposium on Imprecise Probability: Theories and Applications, PMLR 147:365-368 [abs][Download PDF] Cautious Random Forests: a New Decision Strategy and some Experiments Haifei Zhang, Benjamin Quost, Marie-Hélène Masson; Proceedings of the Twelveth International Symposium on Imprecise Probability: Theories and Applications, PMLR 147:369-372 [abs][Download PDF] subscribe via RSS |
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