Abstract is missing.
- PrefaceHarris Papadopoulos, Khuong An Nguyen, Zhiyuan Luo 0001, Tuwe Löfström, Lars Carlsson, Henrik Boström. 1-5 [doi]
- Inductive randomness predictors: beyond conformalVladimir Vovk. 6-33 [doi]
- When Can We Reuse a Calibration Set for Multiple Conformal Predictions?Alexander Balinsky, Alexander David Balinsky. 34-42 [doi]
- Venn-Abers Testing of ExchangeabilityIlia Nouretdinov. 43-62 [doi]
- Calibrating Without Labels: Source-Free Conformal Prediction Using Pseudo-LabelsShachar Angelman, Rotem Nizhar, Jacob Goldberger. 63-81 [doi]
- Conformal Prediction of Classifiers with Many Classes based on Noisy LabelsCoby Penso, Jacob Goldberger, Ethan Fetaya. 82-95 [doi]
- Privacy-Preserving Conformal Prediction Under Local Differential PrivacyCoby Penso, Bar Mahpud, Jacob Goldberger, Or Sheffet. 96-112 [doi]
- Provably Efficient and Robust Conformal Prediction under a Realistic Threat ModelAlberto Carlevaro, Luca Oneto, Davide Anguita, Fabio Roli. 113-132 [doi]
- High Probability Risk Control Under Covariate ShiftDuarte C. Almeida, João Bravo, Jacopo Bono, Pedro Bizarro, Mário A. T. Figueiredo. 133-152 [doi]
- Exact and Approximate Conformal Inference for Multi-Output RegressionChancellor Johnstone, Eugène Ndiaye. 153-172 [doi]
- Conformal multi-hop relation detection and classification in knowledge graphsFrederick Law. 173-192 [doi]
- Dynamic Conformal Prediction for Multi-Target Regression: Optimising Informational Efficiency under Joint ValidityFilip Schlembach, Evgueni N. Smirnov, Mark H. M. Winands. 193-213 [doi]
- Conformal LLM Multi-label Text Classification with Binary Relevance ApproachViktor Örnbratt, Johan Hallberg Szabadváry. 214-229 [doi]
- Incorporating Structural Penalties in Multi-label Conformal PredictionKostas Katsios, Harris Papadopoulos. 230-249 [doi]
- SEMF: Supervised Expectation-Maximization Framework for Predicting IntervalsIlia Azizi, Marc-Olivier Boldi, Valérie Chavez-Demoulin. 250-281 [doi]
- A Review and Comparative Analysis of Univariate Conformal Regression MethodsJie Bao, Nicolò Colombo, Valery Manokhin, Suqun Cao, Rui Luo. 282-304 [doi]
- Stacked conformal predictionPaulo Marques. 305-316 [doi]
- Hierarchical Copula-based Conformal Prediction and Exact Validity via Nested Prediction RegionsBruce Cyusa Mukama, Soundouss Messoudi, Sylvain Rousseau 0001, Sébastien Destercke. 317-335 [doi]
- DUEn: An Ensemble Framework Enhanced by Distribution-Free Uncertainty for RegressionSonglin Du, Ling Luo, Ilia Nouretdinov, Uwe Aickelin. 336-358 [doi]
- Explaining Set-Valued Predictions: SHAP Analysis for Conformal ClassificationUlf Johansson, Cecilia Sönströd, Aicha Maalej. 359-378 [doi]
- Conformal Predictive Decision Making: A Comparative Study with Bayesian and Point-Predictive MethodsSimon Lanngren, Martin Toremark, Johan Hallberg Szabadváry. 379-404 [doi]
- Counterfactual Explanations for Conformal Prediction SetsAicha Maalej, Cecilia Sönströd, Ulf Johansson. 405-424 [doi]
- Individualised Counterfactual Examples Using Conformal Prediction IntervalsJames M. Adams, Gesine Reinert, Lukasz Szpruch, Carsten Maple, Andrew Elliott. 425-444 [doi]
- Conformal Risk Control for Pulmonary Nodule DetectionRoel Hulsman, Valentin Comte, Lorenzo Bertolini, Tobias Wiesenthal, Antonio Puertas Gallardo, Mario Ceresa. 445-463 [doi]
- Conformal Survival Bands for Risk Screening under Right-CensoringMatteo Sesia, Vladimir Svetnik. 464-514 [doi]
- Robust Vision-Based Runway Detection through Conformal Prediction and Conformal mAPAlya Zouzou, Léo Andéol, Mélanie Ducoffe, Ryma Boumazouza. 515-534 [doi]
- Temporal Multimodal Probabilistic Transformers for Safety Monitoring in Autonomous Driving SystemsYehia Ahmed, Felippe da Roza, Núria Mata. 535-554 [doi]
- Conformal Prediction for Uncertainty Estimation in Drug-Target Interaction PredictionMorteza Rakhshaninejad, Mira Jürgens, Nicolas Dewolf, Willem Waegeman. 555-575 [doi]
- Validity and efficiency of the conformal CUSUM procedureVladimir Vovk, Ilia Nouretdinov, Alexander Gammerman. 576-594 [doi]
- online-cp: a Python Package for Online Conformal Prediction, Conformal Predictive Systems and Conformal Test MartingalesJohan Hallberg Szabadváry, Tuwe Löfström, Rudy Matela. 595-614 [doi]
- Testing Exchangeability for Multiple Sequences of P-valuesHenrik Boström. 615-632 [doi]
- Testing by Betting for Anomaly Detection in Rental E-Scooter GNSS TracesMarco Capuccini, Rahul Rajendra Pai, Lars Carlsson. 633-644 [doi]
- Anytime-Valid Tests of Group Invariance through Conformal PredictionTyron Lardy, Muriel Felipe Pérez-Ortiz. 645-665 [doi]
- Conformal Anomaly Detection for Functional Data with Elastic Distance MetricsJason Adams, Brandon Berman, Joshua Michalenko, J. Derek Tucker. 666-686 [doi]
- On the Integration of Cross-Conformal Prediction, Ensembles, and Sampling for Uncertainty Quantification in One-Class Anomaly DetectionIshan Garg, Shayan Majumder. 687-705 [doi]
- A Conformal Martingales Approach for Recurrent Concept DriftCharalambos Eliades, Harris Papadopoulos. 706-724 [doi]
- Testing Marginal and Conditional Coverage in Conformal Prediction for Non-Stationary Time Series via Value-at-Risk BacktestingKonrad Retzlaff, Filip Schlembach, Dennis Bams, Philippe Dreesen. 725-747 [doi]
- A Bayesian framework for calibrating Gaussian process predictive distributionsAurélien Pion, Emmanuel Vazquez. 748-750 [doi]
- Conformal Predictive Simulations for Univariate Time SeriesThierry Moudiki. 751-752 [doi]
- Reliable Household Demographic ClassificationJavier Carreno, Khuong An Nguyen, Zhiyuan Luo 0001, Andrew Fish. 753-755 [doi]
- Conformal Prediction for Reliable Image Super-ResolutionTapabrata Chakraborti, Samiran Dey. 756-757 [doi]
- Detect Adversarial Examples with Exchangeability MartingaleGenghua Dong, Roman Bresson, Henrik Boström. 758-761 [doi]
- Exponential Estimates for Contagion in Financial NetworksDimitrios Ioannides, Stavros Ioannidis 0002. 762-764 [doi]
- Conformal Classification with New LabelsTianmin Xie, Ziyi Liang, Stefano Favaro, Matteo Sesia. 765-767 [doi]
- Class-Conditional Robust Conformal Prediction for Structured PerturbationsLuis Marchante Arjona, Protim Bhattacharjee, Peter Jung. 768-770 [doi]
- Sequential Conformal Risk Control for Safe Railway Signaling DetectionLéo Andéol, Thomas Massena. 771-774 [doi]
- FlowGuard: Guarding Flow Matching via Conformal SamplingZiyun Li, Henrik Boström. 775-777 [doi]
- Physics-Aware Conformal Prediction for Deep Learning-based Wheelchair Local NavigationSara Narteni, Alberto Carlevaro, Zeming Duan, Serge Autexier, Maurizio Mongelli. 778-780 [doi]
- Conformal Prediction for Reliable Stock SelectionsIpek Kaya, Khuong An Nguyen. 781-783 [doi]
- Aleatoric and Epistemic Uncertainty in Conformal PredictionYusuf Sale, Alireza Javanmardi, Eyke Hüllermeier. 784-786 [doi]