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ORCID13th COPA 2024: Milano, Italy
- Simone Vantini, Matteo Fontana, Aldo Solari, Henrik Boström, Lars Carlsson:
The 13th Symposium on Conformal and Probabilistic Prediction with Applications, 9-11 September 2024, Politecnico di Milano, Milano, Italy. Proceedings of Machine Learning Research 230, PMLR 2024 - Preface. 1-4
- Jason Clarkson, Wenkai Xu, Mihai Cucuringu, Gesine Reinert:
Split Conformal Prediction under Data Contamination. 5-27 - Alberto Carlevaro, Sara Narteni, Fabrizio Dabbene, Teodoro Alamo, Maurizio Mongelli:
A probabilistic scaling approach to conformal predictions in binary image classification. 28-43 - Sukrita Singh, Neeraj Sarna, Yuanyuan Li, Yang Lin, Agni Orfanoudaki, Michael Berger:
Distribution-free risk assessment of regression-based machine learning algorithms. 44-64 - Alexander A. Balinsky, Alexander David Balinsky:
Enhancing Conformal Prediction Using E-Test Statistics. 65-72 - Vicky Copley, Greg Finlay, Ben Hiett:
The Uncertain Object: Application of Conformal Prediction to Aerial and Satellite Images. 73-89 - Vladimir Vovk:
Asymptotic uniqueness in long-term prediction. 90-104 - Marcos Lopez-De-Castro, Alberto García-Galindo, Rubén Armañanzas:
Conformal Stability Measure of Feature Selection Algorithms. 105-119 - Subhrasish Chakraborty, Chhavi Tyagi, Haiyan Qiao, Wenge Guo:
Distribution-free Conformal Prediction for Ordinal Classification. 120-139 - Bruce Cyusa Mukama, Soundouss Messoudi, Sylvain Rousseau, Sébastien Destercke:
Copula-based conformal prediction for object detection: a more efficient approach. 140-157 - Amr Alkhatib, Henrik Boström, Ulf Johansson:
Estimating Quality of Approximated Shapley Values Using Conformal Prediction. 158-174 - Tuwe Löfström, Helena Löfström, Ulf Johansson:
Calibrated Explanations for Multi-class. 175-194 - Zahra Kharazian, Tony Lindgren, Sindri Magnússon, Henrik Boström:
CoPAL: Conformal Prediction in Active Learning An Algorithm for Enhancing Remaining Useful Life Estimation in Predictive Maintenance. 195-217 - Patrizio Giovannotti, Alexander Gammerman:
Calibrated Large Language Models for Binary Question Answering. 218-235 - Henrik Boström:
Conformal Prediction in Python with crepes. 236-249 - Johan Hallberg Szabadváry:
Adaptive Conformal Inference for Multi-Step Ahead Time-Series Forecasting Online. 250-263 - Rui Luo, Nicolò Colombo:
Entropy Reweighted Conformal Classification. 264-276 - Ulf Johansson, Cecilia Sönströd, Henrik Boström:
Conformal Regression with Reject Option. 277-294 - Alberto García-Galindo, Marcos Lopez-De-Castro, Rubén Armañanzas:
Multi-class Classification with Reject Option and Performance Guarantees using Conformal Prediction. 295-314 - Martin Okánik, Athanasios Trantas, Merijn Pepijn de Bakker, Elena Lazovik:
Uncertainty Quantification for Metamodels. 315-344 - Aloysio Galvão Lopes, Eric Goubault, Sylvie Putot, Laurent Pautet:
ConForME: Multi-horizon conditional conformal time series forecasting. 345-365 - Anders Hjort, Jonathan P. Williams, Johan Pensar:
Clustered Conformal Prediction for the Housing Market. 366-386 - Charalambos Eliades, Harris Papadopoulos:
Reliable Change Point Detection for ACGH data. 387-405 - Jef Jonkers, Glenn Van Wallendael, Luc Duchateau, Sofie Van Hoecke:
Conformal Predictive Systems Under Covariate Shift. 406-423 - Helena Löfström, Lars Carlsson, Ernst Ahlberg:
Testing Exchangeability between Real and Synthetic Data. 424-431 - Derck W. E. Prinzhorn, Thijmen Nijdam, Putri A. van der Linden, Alexander Timans:
Conformal time series decomposition with component-wise exchangeability. 432-465 - Hamed Karimi, Reza Samavi:
Evidential Uncertainty Sets in Deep Classifiers Using Conformal Prediction. 466-489 - Ilia Nouretdinov, James Gammerman:
Inductive Venn-Abers Predictive Distributions: New Applications & Evaluation. 490-507 - Roberto Baviera, Pietro Manzoni:
Tailoring the Tails: Enhancing the Reliability of Probabilistic Load Forecasts. 508-521 - Kostas Katsios, Harris Papadopulos:
Multi-label Conformal Prediction with a Mahalanobis Distance Nonconformity Measure. 522-535 - Wenhui Zhang:
Distribution-free Uncertainty Quantification for Contour Objects with Application to Tumour Segmentation in PET Imaging. 536-537 - Arlan Abzhanov, Brieuc Lehmann:
Fairness Considerations for Conformal Classification. 538 - Chiara Gaia Magnani, Matteo Sesia, Aldo Solari:
Collective Outlier Detection and Enumeration with Conformalized Closed Testing. 539 - Marco C. Campi, Simone Garatti:
Preferent compression for tight generalization bounds. 540 - Nina Deliu, Brunero Liseo:
Anomaly Detection in Multivariate Profiles with Conformal Bayesian Inference. 541-542 - Johanna Ziegel:
(Conformal) Isotonic Distributional Regression. 543
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