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Publication search results
found 180 matches
- 2023
- Rui Luo, Buddhika Nettasinghe, Vikram Krishnamurthy:
Anomalous Edge Detection in Edge Exchangeable Social Network Models. COPA 2023: 287-310 - Amr Alkhatib, Henrik Boström, Sofiane Ennadir, Ulf Johansson:
Approximating Score-based Explanation Techniques Using Conformal Regression. COPA 2023: 450-469 - 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: 100-115 - 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: 36-55 - Anastasios N. Angelopoulos, Karl Krauth, Stephen Bates, Yixin Wang, Michael I. Jordan:
Recommendation Systems with Distribution-Free Reliability Guarantees. COPA 2023: 175-193 - Henrik Boström, Henrik Linusson, Anders Vesterberg:
Mondrian Predictive Systems for Censored Data. COPA 2023: 399-412 - Alejandro Cañete:
Market Implied Conformal Volatility Intervals. COPA 2023: 89-99 - Alejandro Cañete:
Online NoVaS Conformal Volatility Prediction. COPA 2023: 166-168 - Giovanni Cherubin:
How do the performance of a Conformal Predictor and its underlying algorithm relate? COPA 2023: 546-548 - Robert Choudhury, Zhiyuan Luo, Khuong An Nguyen:
Evaluating potential sensitive information leaks on a smartphone using the magnetometer and Conformal Prediction. COPA 2023: 116-133 - Nicolò Colombo:
On training locally adaptive CP. COPA 2023: 384-398 - Thibault Cordier, Vincent Blot, Louis Lacombe, Thomas Morzadec, Arnaud Capitaine, Nicolas J.-B. Brunel:
Flexible and Systematic Uncertainty Estimation with Conformal Prediction via the MAPIE library. COPA 2023: 549-581 - Charalambos Eliades, Harris Papadopoulos:
A Conformal Martingales Ensemble Approach for addressing Concept Drift. COPA 2023: 328-346 - Sofiane Ennadir, Amr Alkhatib, Henrik Boström, Michalis Vazirgiannis:
Conformalized Adversarial Attack Detection for Graph Neural Networks. COPA 2023: 311-323 - 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: 16-35 - Shai Feldman, Bat-Sheva Einbinder, Stephen Bates, Anastasios N. Angelopoulos, Asaf Gendler, Yaniv Romano:
Conformal Prediction is Robust to Dispersive Label Noise. COPA 2023: 624-626 - Alberto García-Galindo, Marcos Lopez-De-Castro, Rubén Armañanzas:
An Uncertainty-Aware Sequential Approach for Predicting Response to Neoadjuvant Therapy in Breast Cancer. COPA 2023: 74-88 - Niharika Gauraha, Henrik Boström:
Investigating the Contribution of Privileged Information in Knowledge Transfer LUPI by Explainable Machine Learning. COPA 2023: 470-484 - Patrizio Giovannotti:
Evaluating Machine Translation Quality with Conformal Predictive Distributions. COPA 2023: 413-429 - Alireza Javanmardi, Yusuf Sale, Paul Hofman, Eyke Hüllermeier:
Conformal Prediction with Partially Labeled Data. COPA 2023: 251-266 - Ulf Johansson, Cecilia Sönströd, Tuwe Löfström, Henrik Boström:
Confidence Classifiers with Guaranteed Accuracy or Precision. COPA 2023: 513-533 - Yuko Kato, David M. J. Tax, Marco Loog:
A Review of Nonconformity Measures for Conformal Prediction in Regression. COPA 2023: 369-383 - Kristian van Kuijk, Mark Dirksen, Christof Seiler:
Conformal Regression in Calorie Prediction for Team Jumbo-Visma. COPA 2023: 5-15 - Julian Lienen, Caglar Demir, Eyke Hüllermeier:
Conformal Credal Self-Supervised Learning. COPA 2023: 214-233 - Tuwe Löfström, Alexander Bondaletov, Artem Ryasik, Henrik Boström, Ulf Johansson:
Tutorial on using Conformal Predictive Systems in KNIME. COPA 2023: 602-620 - Yannis Manolopoulos:
Recommendation Systems in Scholarly Publishing. COPA 2023: 621-623 - 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: 134-146 - Mouhcine Mendil, Luca Mossina, David Vigouroux:
PUNCC: a Python Library for Predictive Uncertainty Calibration and Conformalization. COPA 2023: 582-601 - 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: 485-487 - Ilia Nouretdinov, James Gammerman:
Conformal Association Rule Mining (CARM): A novel technique for data error detection and probabilistic correction. COPA 2023: 267-286
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