COPA

Publications

2023

Alejandro Cañete
Online NoVaS Conformal Volatility Prediction. COPA (2023)
Mouhcine Mendil, Luca Mossina, David Vigouroux
PUNCC: a Python Library for Predictive Uncertainty Calibration and Conformalization. COPA (2023)
Chhavi Tyagi, Wenge Guo
Multi-label Classification under Uncertainty: A Tree-based Conformal Prediction Approach. COPA (2023)
Alejandro Cañete
Market Implied Conformal Volatility Intervals. COPA (2023)
Tuwe Löfström, Alexander Bondaletov, Artem Ryasik, Henrik Boström, Ulf Johansson
Tutorial on using Conformal Predictive Systems in KNIME. COPA (2023)
Rui Luo, Buddhika Nettasinghe, Vikram Krishnamurthy
Anomalous Edge Detection in Edge Exchangeable Social Network Models. COPA (2023)
Giovanni Cherubin
How do the performance of a Conformal Predictor and its underlying algorithm relate? COPA (2023)
Yuko Kato, David M. J. Tax, Marco Loog
A Review of Nonconformity Measures for Conformal Prediction in Regression. COPA (2023)
Fares Ernez, Alexandre Arnold, Audrey Galametz, Catherine Kobus, Nawal Ould Amer
Applying the conformal prediction paradigm for the uncertainty quantification of an end-to-end automatic speech recognition model (wav2vec 2.0). COPA (2023)
Ilia Nouretdinov, James Gammerman
Conformal Association Rule Mining (CARM): A novel technique for data error detection and probabilistic correction. COPA (2023)
Rahul Vishwakarma, Mahshid Fardadi, Bing Liu
Variable Sparing of Disk Drives Based on Failure Analysis. COPA (2023)
Evgueni N. Smirnov
Coverage vs Acceptance-Error Curves for Conformal Classification Models. COPA (2023)
Kristian van Kuijk, Mark Dirksen, Christof Seiler
Conformal Regression in Calorie Prediction for Team Jumbo-Visma. COPA (2023)
Thibault Cordier, Vincent Blot, Louis Lacombe, Thomas Morzadec, Arnaud Capitaine, Nicolas Brunel
Flexible and Systematic Uncertainty Estimation with Conformal Prediction via the MAPIE library. COPA (2023)
Abdelmouaiz Tebjou, Goran Frehse, Faïcel Chamroukhi
Data-driven Reachability using Christoffel Functions and Conformal Prediction. COPA (2023)
Sara El Mekkaoui, Carla J. Ferreira, Juan Camilo Guevara Gómez, Christian Agrell, Nicholas James Vaughan, Hans Olav Heggen
Neural Networks based Conformal Prediction for Pipeline Structural Response. COPA (2023)
Charalambos Eliades, Harris Papadopoulos
A Conformal Martingales Ensemble Approach for addressing Concept Drift. COPA (2023)
Amr Alkhatib, Henrik Boström, Sofiane Ennadir, Ulf Johansson
Approximating Score-based Explanation Techniques Using Conformal Regression. COPA (2023)
Patrizio Giovannotti
Evaluating Machine Translation Quality with Conformal Predictive Distributions. COPA (2023)
Vladimir G. Trunov, Vladimir V. V'yugin
Online aggregation of conformal predictive systems. COPA (2023)
Preface. COPA (2023)
Tien-Dung Pham, Uwe Aickelin, Robert Bassett
Capturing prediction uncertainty in upstream cell culture models using conformal prediction and Gaussian processes. COPA (2023)
Nicolò Colombo
On training locally adaptive CP. COPA (2023)
Alberto García-Galindo, Marcos Lopez-De-Castro, Rubén Armananzas
An Uncertainty-Aware Sequential Approach for Predicting Response to Neoadjuvant Therapy in Breast Cancer. COPA (2023)
Shai Feldman, Bat-Sheva Einbinder, Stephen Bates, Anastasios N. Angelopoulos, Asaf Gendler, Yaniv Romano
Conformal Prediction is Robust to Dispersive Label Noise. COPA (2023)
Drew Prinster, Suchi Saria, Anqi Liu
Efficient Approximate Predictive Inference Under Feedback Covariate Shift with Influence Functions. COPA (2023)
Alireza Javanmardi, Yusuf Sale, Paul Hofman, Eyke Hüllermeier
Conformal Prediction with Partially Labeled Data. COPA (2023)
Ulf Johansson, Cecilia Sönströd, Tuwe Löfström, Henrik Boström
Confidence Classifiers with Guaranteed Accuracy or Precision. COPA (2023)
Come Rodriguez, Vitor Martin Bordini, Sébastien Destercke, Benjamin Quost
Self Learning using Venn-Abers predictors. COPA (2023)
Nasir Uddin, Tuwe Löfström
Applications of Conformal Regression on Real-world Industrial Use Cases using Crepes and MAPIE. COPA (2023)
Sara Narteni, Alberto Carlevaro, Fabrizio Dabbene, Marco Muselli, Maurizio Mongelli
CONFIDERAI: CONFormal Interpretable-by-Design score function for Explainable and Reliable Artificial Intelligence. COPA (2023)
Anastasios N. Angelopoulos, Karl Krauth, Stephen Bates, Yixin Wang, Michael I. Jordan
Recommendation Systems with Distribution-Free Reliability Guarantees. COPA (2023)
Henrik Boström, Henrik Linusson, Anders Vesterberg
Mondrian Predictive Systems for Censored Data. COPA (2023)
Simon Althoff, Johan Hallberg Szabadv'ary, Jonathan Anderson, Lars Carlsson
Evaluation of conformal-based probabilistic forecasting methods for short-term wind speed forecasting. COPA (2023)
Vladimir Vovk
The power of forgetting in statistical hypothesis testing. COPA (2023)
Léo Andéol, Thomas Fel, Florence De Grancey, Luca Mossina
Confident Object Detection via Conformal Prediction and Conformal Risk Control: an Application to Railway Signaling. COPA (2023)
Niharika Gauraha, Henrik Boström
Investigating the Contribution of Privileged Information in Knowledge Transfer LUPI by Explainable Machine Learning. COPA (2023)
Yannis Manolopoulos
Recommendation Systems in Scholarly Publishing. COPA (2023)
Julian Lienen, Caglar Demir, Eyke Hüllermeier
Conformal Credal Self-Supervised Learning. COPA (2023)
Rahul Vishwakarma, Jinha Hwang, Soundouss Messoudi, Ava Hedayatipour
Enterprise Disk Drive Scrubbing Based on Mondrian Conformal Predictors. COPA (2023)
Robert Choudhury, Zhiyuan Luo, Khuong An Nguyen
Evaluating potential sensitive information leaks on a smartphone using the magnetometer and Conformal Prediction. COPA (2023)
Sofiane Ennadir, Amr Alkhatib, Henrik Boström, Michalis Vazirgiannis
Conformalized Adversarial Attack Detection for Graph Neural Networks. COPA (2023)
Ilia Nouretdinov, Alex Gammerman
The Venn-ABERS Testing for Change-Point Detection. COPA (2023)

volume 204, 2023

Conformal and Probabilistic Prediction with Applications, 13-15 September 2023, Limassol, Cyprus. COPA 204 (2023)

2022

volume 179, 2022

Conformal and Probabilistic Prediction with Applications, 24-26 August 2022, Brighton, UK COPA 179 (2022)