Table of Contents

• Preface1-4 [doi]
• Conformal Regression in Calorie Prediction for Team Jumbo-VismaKristian van Kuijk, Mark Dirksen, Christof Seiler. 5-15 [doi]
• Applying the conformal prediction paradigm for the uncertainty quantification of an end-to-end automatic speech recognition model (wav2vec 2.0)Fares Ernez, Alexandre Arnold, Audrey Galametz, Catherine Kobus, Nawal Ould Amer. 16-35 [doi]
• Confident Object Detection via Conformal Prediction and Conformal Risk Control: an Application to Railway SignalingLéo Andéol, Thomas Fel, Florence De Grancey, Luca Mossina. 36-55 [doi]
• Enterprise Disk Drive Scrubbing Based on Mondrian Conformal PredictorsRahul Vishwakarma, JinHa Hwang, Soundouss Messoudi, Ava Hedayatipour. 56-73 [doi]
• An Uncertainty-Aware Sequential Approach for Predicting Response to Neoadjuvant Therapy in Breast CancerAlberto García-Galindo, Marcos Lopez-De-Castro, Rubén Armananzas. 74-88 [doi]
• Market Implied Conformal Volatility IntervalsAlejandro Cañete. 89-99 [doi]
• Evaluation of conformal-based probabilistic forecasting methods for short-term wind speed forecastingSimon Althoff, Johan Hallberg Szabadv'ary, Jonathan Anderson, Lars Carlsson. 100-115 [doi]
• Evaluating potential sensitive information leaks on a smartphone using the magnetometer and Conformal PredictionRobert Choudhury, Zhiyuan Luo 0001, Khuong An Nguyen. 116-133 [doi]
• Neural Networks based Conformal Prediction for Pipeline Structural ResponseSara El Mekkaoui, Carla J. Ferreira, Juan Camilo Guevara Gómez, Christian Agrell, Nicholas James Vaughan, Hans Olav Heggen. 134-146 [doi]
• Applications of Conformal Regression on Real-world Industrial Use Cases using Crepes and MAPIENasir Uddin, Tuwe Löfström. 147-165 [doi]
• Online NoVaS Conformal Volatility PredictionAlejandro Cañete. 166-168 [doi]
• Capturing prediction uncertainty in upstream cell culture models using conformal prediction and Gaussian processesTien-Dung Pham, Uwe Aickelin, Robert Bassett. 169-171 [doi]
• Variable Sparing of Disk Drives Based on Failure AnalysisRahul Vishwakarma, Mahshid Fardadi, Bing Liu. 172-174 [doi]
• Recommendation Systems with Distribution-Free Reliability GuaranteesAnastasios N. Angelopoulos, Karl Krauth, Stephen Bates, Yixin Wang, Michael I. Jordan. 175-193 [doi]
• Data-driven Reachability using Christoffel Functions and Conformal PredictionAbdelmouaiz Tebjou, Goran Frehse, Faïcel Chamroukhi. 194-213 [doi]
• Conformal Credal Self-Supervised LearningJulian Lienen, Caglar Demir, Eyke Hüllermeier. 214-233 [doi]
• Self Learning using Venn-Abers predictorsCome Rodriguez, Vitor Martin Bordini, Sébastien Destercke, Benjamin Quost. 234-250 [doi]
• Conformal Prediction with Partially Labeled DataAlireza Javanmardi, Yusuf Sale, Paul Hofman, Eyke Hüllermeier. 251-266 [doi]
• Conformal Association Rule Mining (CARM): A novel technique for data error detection and probabilistic correctionIlia Nouretdinov, James Gammerman. 267-286 [doi]
• Anomalous Edge Detection in Edge Exchangeable Social Network ModelsRui Luo 0002, Buddhika Nettasinghe, Vikram Krishnamurthy. 287-310 [doi]
• Conformalized Adversarial Attack Detection for Graph Neural NetworksSofiane Ennadir, Amr Alkhatib, Henrik Boström, Michalis Vazirgiannis. 311-323 [doi]
• Efficient Approximate Predictive Inference Under Feedback Covariate Shift with Influence FunctionsDrew Prinster, Suchi Saria, Anqi Liu. 324-327 [doi]
• A Conformal Martingales Ensemble Approach for addressing Concept DriftCharalambos Eliades, Harris Papadopoulos. 328-346 [doi]
• The power of forgetting in statistical hypothesis testingVladimir Vovk. 347-366 [doi]
• The Venn-ABERS Testing for Change-Point DetectionIlia Nouretdinov, Alex Gammerman. 367-368 [doi]
• A Review of Nonconformity Measures for Conformal Prediction in RegressionYuko Kato, David M. J. Tax, Marco Loog. 369-383 [doi]
• On training locally adaptive CPNicolò Colombo. 384-398 [doi]
• Mondrian Predictive Systems for Censored DataHenrik Boström, Henrik Linusson, Anders Vesterberg. 399-412 [doi]
• Evaluating Machine Translation Quality with Conformal Predictive DistributionsPatrizio Giovannotti. 413-429 [doi]
• Online aggregation of conformal predictive systemsVladimir G. Trunov, Vladimir V. V'yugin. 430-449 [doi]
• Approximating Score-based Explanation Techniques Using Conformal RegressionAmr Alkhatib, Henrik Boström, Sofiane Ennadir, Ulf Johansson. 450-469 [doi]
• Investigating the Contribution of Privileged Information in Knowledge Transfer LUPI by Explainable Machine LearningNiharika Gauraha, Henrik Boström. 470-484 [doi]
• CONFIDERAI: CONFormal Interpretable-by-Design score function for Explainable and Reliable Artificial IntelligenceSara Narteni, Alberto Carlevaro, Fabrizio Dabbene, Marco Muselli, Maurizio Mongelli. 485-487 [doi]
• Multi-label Classification under Uncertainty: A Tree-based Conformal Prediction ApproachChhavi Tyagi, Wenge Guo. 488-512 [doi]
• Confidence Classifiers with Guaranteed Accuracy or PrecisionUlf Johansson, Cecilia Sönströd, Tuwe Löfström, Henrik Boström. 513-533 [doi]
• Coverage vs Acceptance-Error Curves for Conformal Classification ModelsEvgueni N. Smirnov. 534-545 [doi]
• How do the performance of a Conformal Predictor and its underlying algorithm relate?Giovanni Cherubin. 546-548 [doi]
• Flexible and Systematic Uncertainty Estimation with Conformal Prediction via the MAPIE libraryThibault Cordier, Vincent Blot, Louis Lacombe, Thomas Morzadec, Arnaud Capitaine, Nicolas Brunel. 549-581 [doi]
• PUNCC: a Python Library for Predictive Uncertainty Calibration and ConformalizationMouhcine Mendil, Luca Mossina, David Vigouroux. 582-601 [doi]
• Tutorial on using Conformal Predictive Systems in KNIMETuwe Löfström, Alexander Bondaletov, Artem Ryasik, Henrik Boström, Ulf Johansson. 602-620 [doi]
• Recommendation Systems in Scholarly PublishingYannis Manolopoulos. 621-623 [doi]
• Conformal Prediction is Robust to Dispersive Label NoiseShai Feldman, Bat-Sheva Einbinder, Stephen Bates, Anastasios N. Angelopoulos, Asaf Gendler, Yaniv Romano. 624-626 [doi]