| Hits ?▲ |
Authors |
Title |
Venue |
Year |
Link |
Author keywords |
| 1 | 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 |
DBLP BibTeX RDF |
|
| 1 | Shai Feldman, Bat-Sheva Einbinder, Stephen Bates, Anastasios N. Angelopoulos, Asaf Gendler, Yaniv Romano |
Conformal Prediction is Robust to Dispersive Label Noise. |
COPA |
2023 |
DBLP BibTeX RDF |
|
| 1 | Ilia Nouretdinov, Alex Gammerman |
The Venn-ABERS Testing for Change-Point Detection. |
COPA |
2023 |
DBLP BibTeX RDF |
|
| 1 | |
Preface. |
COPA |
2023 |
DBLP BibTeX RDF |
|
| 1 | Ilia Nouretdinov, James Gammerman |
Conformal Association Rule Mining (CARM): A novel technique for data error detection and probabilistic correction. |
COPA |
2023 |
DBLP BibTeX RDF |
|
| 1 | 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 |
DBLP BibTeX RDF |
|
| 1 | Patrizio Giovannotti |
Evaluating Machine Translation Quality with Conformal Predictive Distributions. |
COPA |
2023 |
DBLP BibTeX RDF |
|
| 1 | 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 |
DBLP BibTeX RDF |
|
| 1 | Yuko Kato, David M. J. Tax, Marco Loog |
A Review of Nonconformity Measures for Conformal Prediction in Regression. |
COPA |
2023 |
DBLP BibTeX RDF |
|
| 1 | Come Rodriguez, Vitor Martin Bordini, Sébastien Destercke, Benjamin Quost |
Self Learning using Venn-Abers predictors. |
COPA |
2023 |
DBLP BibTeX RDF |
|
| 1 | Chhavi Tyagi, Wenge Guo |
Multi-label Classification under Uncertainty: A Tree-based Conformal Prediction Approach. |
COPA |
2023 |
DBLP BibTeX RDF |
|
| 1 | 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 |
DBLP BibTeX RDF |
|
| 1 | Abdelmouaiz Tebjou, Goran Frehse, Faïcel Chamroukhi |
Data-driven Reachability using Christoffel Functions and Conformal Prediction. |
COPA |
2023 |
DBLP BibTeX RDF |
|
| 1 | Rui Luo 0002, Buddhika Nettasinghe, Vikram Krishnamurthy |
Anomalous Edge Detection in Edge Exchangeable Social Network Models. |
COPA |
2023 |
DBLP BibTeX RDF |
|
| 1 | Amr Alkhatib, Henrik Boström, Sofiane Ennadir, Ulf Johansson |
Approximating Score-based Explanation Techniques Using Conformal Regression. |
COPA |
2023 |
DBLP BibTeX RDF |
|
| 1 | Anastasios N. Angelopoulos, Karl Krauth, Stephen Bates, Yixin Wang, Michael I. Jordan |
Recommendation Systems with Distribution-Free Reliability Guarantees. |
COPA |
2023 |
DBLP BibTeX RDF |
|
| 1 | Rahul Vishwakarma, Mahshid Fardadi, Bing Liu |
Variable Sparing of Disk Drives Based on Failure Analysis. |
COPA |
2023 |
DBLP BibTeX RDF |
|
| 1 | Drew Prinster, Suchi Saria, Anqi Liu |
Efficient Approximate Predictive Inference Under Feedback Covariate Shift with Influence Functions. |
COPA |
2023 |
DBLP BibTeX RDF |
|
| 1 | Alireza Javanmardi, Yusuf Sale, Paul Hofman, Eyke Hüllermeier |
Conformal Prediction with Partially Labeled Data. |
COPA |
2023 |
DBLP BibTeX RDF |
|
| 1 | Harris Papadopoulos, Khuong An Nguyen, Henrik Boström, Lars Carlsson (eds.) |
Conformal and Probabilistic Prediction with Applications, 13-15 September 2023, Limassol, Cyprus. |
COPA |
2023 |
DBLP BibTeX RDF |
|
| 1 | Mouhcine Mendil, Luca Mossina, David Vigouroux |
PUNCC: a Python Library for Predictive Uncertainty Calibration and Conformalization. |
COPA |
2023 |
DBLP BibTeX RDF |
|
| 1 | Alejandro Cañete |
Online NoVaS Conformal Volatility Prediction. |
COPA |
2023 |
DBLP BibTeX RDF |
|
| 1 | Sofiane Ennadir, Amr Alkhatib, Henrik Boström, Michalis Vazirgiannis |
Conformalized Adversarial Attack Detection for Graph Neural Networks. |
COPA |
2023 |
DBLP BibTeX RDF |
|
| 1 | Nicolò Colombo |
On training locally adaptive CP. |
COPA |
2023 |
DBLP BibTeX RDF |
|
| 1 | Robert Choudhury, Zhiyuan Luo 0001, Khuong An Nguyen |
Evaluating potential sensitive information leaks on a smartphone using the magnetometer and Conformal Prediction. |
COPA |
2023 |
DBLP BibTeX RDF |
|
| 1 | Ulf Johansson, Cecilia Sönströd, Tuwe Löfström, Henrik Boström |
Confidence Classifiers with Guaranteed Accuracy or Precision. |
COPA |
2023 |
DBLP BibTeX RDF |
|
| 1 | Vladimir G. Trunov, Vladimir V. V'yugin |
Online aggregation of conformal predictive systems. |
COPA |
2023 |
DBLP BibTeX RDF |
|
| 1 | Tien-Dung Pham, Uwe Aickelin, Robert Bassett |
Capturing prediction uncertainty in upstream cell culture models using conformal prediction and Gaussian processes. |
COPA |
2023 |
DBLP BibTeX RDF |
|
| 1 | Rahul Vishwakarma, Jinha Hwang, Soundouss Messoudi, Ava Hedayatipour |
Enterprise Disk Drive Scrubbing Based on Mondrian Conformal Predictors. |
COPA |
2023 |
DBLP BibTeX RDF |
|
| 1 | Charalambos Eliades, Harris Papadopoulos |
A Conformal Martingales Ensemble Approach for addressing Concept Drift. |
COPA |
2023 |
DBLP BibTeX RDF |
|
| 1 | Yannis Manolopoulos |
Recommendation Systems in Scholarly Publishing. |
COPA |
2023 |
DBLP BibTeX RDF |
|
| 1 | Julian Lienen, Caglar Demir, Eyke Hüllermeier |
Conformal Credal Self-Supervised Learning. |
COPA |
2023 |
DBLP BibTeX RDF |
|
| 1 | Giovanni Cherubin |
How do the performance of a Conformal Predictor and its underlying algorithm relate? |
COPA |
2023 |
DBLP BibTeX RDF |
|
| 1 | 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 |
DBLP BibTeX RDF |
|
| 1 | 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 |
DBLP BibTeX RDF |
|
| 1 | Vladimir Vovk |
The power of forgetting in statistical hypothesis testing. |
COPA |
2023 |
DBLP BibTeX RDF |
|
| 1 | Niharika Gauraha, Henrik Boström |
Investigating the Contribution of Privileged Information in Knowledge Transfer LUPI by Explainable Machine Learning. |
COPA |
2023 |
DBLP BibTeX RDF |
|
| 1 | Henrik Boström, Henrik Linusson, Anders Vesterberg |
Mondrian Predictive Systems for Censored Data. |
COPA |
2023 |
DBLP BibTeX RDF |
|
| 1 | Kristian van Kuijk, Mark Dirksen, Christof Seiler |
Conformal Regression in Calorie Prediction for Team Jumbo-Visma. |
COPA |
2023 |
DBLP BibTeX RDF |
|
| 1 | Nasir Uddin, Tuwe Löfström |
Applications of Conformal Regression on Real-world Industrial Use Cases using Crepes and MAPIE. |
COPA |
2023 |
DBLP BibTeX RDF |
|
| 1 | 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 |
DBLP BibTeX RDF |
|
| 1 | Tuwe Löfström, Alexander Bondaletov, Artem Ryasik, Henrik Boström, Ulf Johansson |
Tutorial on using Conformal Predictive Systems in KNIME. |
COPA |
2023 |
DBLP BibTeX RDF |
|
| 1 | Alejandro Cañete |
Market Implied Conformal Volatility Intervals. |
COPA |
2023 |
DBLP BibTeX RDF |
|
| 1 | Evgueni N. Smirnov |
Coverage vs Acceptance-Error Curves for Conformal Classification Models. |
COPA |
2023 |
DBLP BibTeX RDF |
|
| 1 | Patrizio Giovannotti |
Calibration of Natural Language Understanding Models with Venn–ABERS Predictors. |
COPA |
2022 |
DBLP BibTeX RDF |
|
| 1 | Nery Riquelme-Granada, Zhiyuan Luo 0001, Khuong An Nguyen |
Communication-efficient Conformal Prediction for Distributed Datasets. |
COPA |
2022 |
DBLP BibTeX RDF |
|
| 1 | Amr Alkhatib, Henrik Boström, Ulf Johansson |
Assessing Explanation Quality by Venn Prediction. |
COPA |
2022 |
DBLP BibTeX RDF |
|
| 1 | Anders Hjort |
House Price Prediction with Confidence: Empirical Results from the Norwegian Market. |
COPA |
2022 |
DBLP BibTeX RDF |
|
| 1 | Ulf Johansson, Tuwe Löfström, Niclas Ståhl |
Well-Calibrated Rule Extractors. |
COPA |
2022 |
DBLP BibTeX RDF |
|
| 1 | Husam Abdelqader, Evgueni N. Smirnov, Marc Pont, Marciano Geijselaers |
Conformal Decision Rules. |
COPA |
2022 |
DBLP BibTeX RDF |
|
| 1 | Sébastien Destercke |
Uncertain data in learning: challenges and opportunities. |
COPA |
2022 |
DBLP BibTeX RDF |
|
| 1 | Ilia Nouretdinov |
On efficiency of Learning Under Privileged Information. |
COPA |
2022 |
DBLP BibTeX RDF |
|
| 1 | Henrik Boström |
crepes: a Python Package for Generating Conformal Regressors and Predictive Systems. |
COPA |
2022 |
DBLP BibTeX RDF |
|
| 1 | Saiveth Hernández-Hernández, Sachin Vishwakarma, Pedro Ballester |
Conformal prediction of small-molecule drug resistance in cancer cell lines. |
COPA |
2022 |
DBLP BibTeX RDF |
|
| 1 | Max Kirstein, David Sommer, Martin Eigel |
Tensor-Train Kernel Learning for Gaussian Processes. |
COPA |
2022 |
DBLP BibTeX RDF |
|
| 1 | Tuwe Löfström, Artem Ryasik, Ulf Johansson |
Tutorial for using conformal prediction in KNIME. |
COPA |
2022 |
DBLP BibTeX RDF |
|
| 1 | Mouhcine Mendil, Luca Mossina, Marc Nabhan, Kevin Pasini |
Robust Gas Demand Forecasting With Conformal Prediction. |
COPA |
2022 |
DBLP BibTeX RDF |
|
| 1 | Zepu Xi, Xuebin Zhuang, Hongbo Chen |
Conformal prediction for hypersonic flight vehicle classification. |
COPA |
2022 |
DBLP BibTeX RDF |
|
| 1 | Charalambos Eliades, Harris Papadopoulos |
A Betting Function for addressing Concept Drift with Conformal Martingales. |
COPA |
2022 |
DBLP BibTeX RDF |
|
| 1 | Xindi Zhao, Anthony Bellotti |
Pruning neural networks for inductive conformal prediction. |
COPA |
2022 |
DBLP BibTeX RDF |
|
| 1 | Filip Schlembach, Evgueni N. Smirnov, Irena Koprinska |
Conformal Multistep-Ahead Multivariate Time-Series Forecasting. |
COPA |
2022 |
DBLP BibTeX RDF |
|
| 1 | Ulf Johansson, Henrik Boström, Khuong An Nguyen, Zhiyuan Luo 0001, Lars Carlsson |
Preface. |
COPA |
2022 |
DBLP BibTeX RDF |
|
| 1 | Alice E. Ashby, Julia A. Meister, Khuong An Nguyen, Zhiyuan Luo 0001, Werner Gentzke |
Cough-based COVID-19 detection with audio quality clustering and confidence measure based learning. |
COPA |
2022 |
DBLP BibTeX RDF |
|
| 1 | Robin Khatri, Stefan Bonn |
Uncertainty Estimation for Single-cell Label Transfer. |
COPA |
2022 |
DBLP BibTeX RDF |
|
| 1 | Ulf Johansson, Henrik Boström, Khuong An Nguyen, Zhiyuan Luo 0001, Lars Carlsson (eds.) |
Conformal and Probabilistic Prediction with Applications, 24-26 August 2022, Brighton, UK |
COPA |
2022 |
DBLP BibTeX RDF |
|
| 1 | Najim Al-Baghdadi, Yuri Kalnishkan, David Lindsay, Siân Lindsay |
Online Portfolio Hedging with the Weak Aggregating Algorithm. |
COPA |
2022 |
DBLP BibTeX RDF |
|
| 1 | Soundouss Messoudi, Sébastien Destercke, Sylvain Rousseau 0001 |
Ellipsoidal conformal inference for Multi-Target Regression. |
COPA |
2022 |
DBLP BibTeX RDF |
|
| 1 | Vladimir Vovk, Ilia Nouretdinov, Alex Gammerman |
Conformal testing: binary case with Markov alternatives. |
COPA |
2022 |
DBLP BibTeX RDF |
|
| 1 | Ilia Nouretdinov, James Gammerman |
Prediction of Energy Consumption with Inductive Venn-Abers Predictive Distribution. |
COPA |
2022 |
DBLP BibTeX RDF |
|
| 1 | Marharyta Aleksandrova, Oleg Chertov |
Impact of model-agnostic nonconformity functions on efficiency of conformal classifiers: an extensive study. |
COPA |
2021 |
DBLP BibTeX RDF |
|
| 1 | Chancellor Johnstone, Bruce Cox |
Conformal uncertainty sets for robust optimization. |
COPA |
2021 |
DBLP BibTeX RDF |
|
| 1 | Ulf Johansson, Tuwe Löfström, Henrik Boström |
Calibrating multi-class models. |
COPA |
2021 |
DBLP BibTeX RDF |
|
| 1 | Vladimir Vovk, Ivan Petej, Ilia Nouretdinov, Ernst Ahlberg, Lars Carlsson, Alex Gammerman |
Retrain or not retrain: conformal test martingales for change-point detection. |
COPA |
2021 |
DBLP BibTeX RDF |
|
| 1 | Tomaz Hocevar, Blaz Zupan |
Conformal prediction and its integration within visual analytics toolbox. |
COPA |
2021 |
DBLP BibTeX RDF |
|
| 1 | Raisa Dzhamtyrova, Yuri Kalnishkan |
A lower bound for a prediction algorithm under the Kullback-Leibler game. |
COPA |
2021 |
DBLP BibTeX RDF |
|
| 1 | Vladimir Vovk |
Conformal testing in a binary model situation. |
COPA |
2021 |
DBLP BibTeX RDF |
|
| 1 | Umang Bhatt, Adrian Weller, Giovanni Cherubin |
Fast conformal classification using influence functions. |
COPA |
2021 |
DBLP BibTeX RDF |
|
| 1 | Christos Chatzichristos, José Felipe Golib Dzib, Andries Clinckaert, Wouter Everaerts, Maarten De Vos, Martine Lewi |
A non-conformity approach towards post-prostatectomy metastasis estimation using a multicentre prostate cancer database. |
COPA |
2021 |
DBLP BibTeX RDF |
|
| 1 | Ilia Nouretdinov, Vladimir Vovk, Alex Gammerman |
Conformal changepoint detection in continuous model situations. |
COPA |
2021 |
DBLP BibTeX RDF |
|
| 1 | Charalambos Eliades, Harris Papadopoulos |
Using inductive conformal martingales for addressing concept drift in data stream classification. |
COPA |
2021 |
DBLP BibTeX RDF |
|
| 1 | Lars Carlsson, Zhiyuan Luo 0001, Giovanni Cherubin, Khuong An Nguyen |
Preface. |
COPA |
2021 |
DBLP BibTeX RDF |
|
| 1 | Niharika Gauraha, Ola Spjuth |
Synergy conformal prediction. |
COPA |
2021 |
DBLP BibTeX RDF |
|
| 1 | Patrizio Giovannotti, Alex Gammerman |
Transformer-based conformal predictors for paraphrase detection. |
COPA |
2021 |
DBLP BibTeX RDF |
|
| 1 | Lars Carlsson, Zhiyuan Luo 0001, Giovanni Cherubin, Khuong An Nguyen (eds.) |
Conformal and Probabilistic Prediction and Applications, 8-10 September 2021, Virtual Event. |
COPA |
2021 |
DBLP BibTeX RDF |
|
| 1 | Nishant Wilson, Steve Barwick, Vince Booker, Tom Mildenhall, Laura Still, Yan Wang, Khuong An Nguyen |
Confidence machine learning for cutting tool life prediction. |
COPA |
2021 |
DBLP BibTeX RDF |
|
| 1 | Henrik Boström, Ulf Johansson, Tuwe Löfström |
Mondrian conformal predictive distributions. |
COPA |
2021 |
DBLP BibTeX RDF |
|
| 1 | Anthony Bellotti |
Approximation to object conditional validity with inductive conformal predictors. |
COPA |
2021 |
DBLP BibTeX RDF |
|
| 1 | Hugo Werner, Lars Carlsson, Ernst Ahlberg, Henrik Boström |
Evaluation of updating strategies for conformal predictive systems in the presence of extreme events. |
COPA |
2021 |
DBLP BibTeX RDF |
|
| 1 | William Lopez Jaramillo, Evgueni N. Smirnov |
Shapley-value based inductive conformal prediction. |
COPA |
2021 |
DBLP BibTeX RDF |
|
| 1 | Soundouss Messoudi, Sébastien Destercke, Sylvain Rousseau 0001 |
Class-wise confidence for debt prediction in real estate management: discussion and lessons learned from an application. |
COPA |
2021 |
DBLP BibTeX RDF |
|
| 1 | Vladimir Vovk, Ivan Petej, Alex Gammerman |
Protected probabilistic classification. |
COPA |
2021 |
DBLP BibTeX RDF |
|
| 1 | Anthony Bellotti |
Constructing normalized nonconformity measures based on maximizing predictive efficiency. |
COPA |
2020 |
DBLP BibTeX RDF |
|
| 1 | Vladimir Vovk, Ivan Petej, Paolo Toccaceli, Alexander Gammerman, Ernst Ahlberg, Lars Carlsson |
Conformal calibrators. |
COPA |
2020 |
DBLP BibTeX RDF |
|
| 1 | Vladimir Vapnik, Rauf Izmailov |
Complete statistical theory of learning: learning using statistical invariants. |
COPA |
2020 |
DBLP BibTeX RDF |
|
| 1 | Hugo Werner, Lars Carlsson, Ernst Ahlberg, Henrik Boström |
Evaluating different approaches to calibrating conformal predictive systems. |
COPA |
2020 |
DBLP BibTeX RDF |
|
| 1 | |
Preface. |
COPA |
2020 |
DBLP BibTeX RDF |
|
| 1 | Adam Corrigan, Philip Hopcroft, Ana Narvaez, Claus Bendtsen |
Batch mode active learning for mitotic phenotypes using conformal prediction. |
COPA |
2020 |
DBLP BibTeX RDF |
|
| 1 | Najim Al-Baghdadi, David Lindsay, Yuri Kalnishkan, Siân Lindsay |
Practical investment with the long-short game. |
COPA |
2020 |
DBLP BibTeX RDF |
|
| 1 | Nicolò Colombo, Vladimir Vovk |
Training conformal predictors. |
COPA |
2020 |
DBLP BibTeX RDF |
|
| 1 | Linn Karlsson, Henrik Boström, Paul Zieger |
Classication of aerosol particles using inductive conformal prediction. |
COPA |
2020 |
DBLP BibTeX RDF |
|
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