Conformal Prediction events

15th Symposium on Conformal and Probabilistic Prediction with Applications (COPA 2026)

Proceedings of Machine Learning Research.

Conference 2-4 September 2026 | Gothenburg, Sweden.

Theme Issue in Advancing uncertainty quantification in Artificial Intelligence systems using Conformal Prediction

Khuong An Nguyen, Alex Gammerman, Vladimir Vovk, Rina Barber, Johanna Ziegel, Vicky Copley.

Journal Philosophical Transactions of the Royal Society | Royal Society.

14th Symposium on Conformal and Probabilistic Prediction with Applications (COPA 2025)

Proceedings of Machine Learning Research, Volume 266.

Conference 10-12 September 2025 | Egham, UK.

Special Issue in Conformal Prediction and Distribution-Free Uncertainty Quantification

Harris Papadopoulos, Khuong An Nguyen, Vineeth Balasubramanian.

Journal Pattern Recognition | Elsevier.

13th Symposium on Conformal and Probabilistic Prediction with Applications (COPA 2024)

Proceedings of Machine Learning Research, Volume 230.

Conference 9-11 September 2024 | Milan, Italy.

Special Issue in Conformal Prediction and Distribution-Free Uncertainty Quantification

Henrik Boström, Eyke Hüllermeier, Ulf Johansson, Khuong An Nguyen, Aaditya Ramdas.

Journal Machine Learning | Springer.

12th Symposium on Conformal and Probabilistic Prediction with Applications (COPA 2023)

Proceedings of Machine Learning Research, Volume 204.

Conference 13-15 September 2023 | Limassol, Cyprus.

Introduction To Conformal Prediction With Python: A Short Guide For Quantifying Uncertainty Of Machine Learning Models

Christoph Molnar

Book Independently published | 2023 | ISBN: 979-8377509356

Practical Guide to Applied Conformal Prediction in Python: Learn and apply the best uncertainty frameworks to your industry applications

Valery Manokhin

Book Packt Publishing | 2023 | ISBN: 978-1805122760

Special Section on Conformal and Probabilistic Prediction with Applications

Marco Cristani, Alexander Gammerman, Vladimir Vovk.

Journal Pattern Recognition | Volume 126 | Elsevier.

Algorithmic Learning in a Random World (Second Edition)

Vladimir Vovk, Alexander Gammerman, Glenn Shafer

BookSpringer | 2022 | ISBN: 978-3-031-06648-1

11th Symposium on Conformal and Probabilistic Prediction with Applications (COPA 2022)

Proceedings of Machine Learning Research, Volume 179.

Conference 24-26 August 2022 | Brighton, UK.

ICML 2022 Workshop on Distribution-Free Uncertainty Quantification

Proceedings of Machine Learning Research, Volume 139.

Conference 23 July 2022 | Online.

10th Symposium on Conformal and Probabilistic Prediction with Applications (COPA 2021)

Proceedings of Machine Learning Research, Volume 152.

Conference 8-10 September 2021 | Online.

ICML 2021 Workshop on Uncertainty & Robustness in Deep Learning

Proceedings of Machine Learning Research, Volume 139.

Conference 23 July 2021 | Online.

ICML 2021 Workshop on Distribution-Free Uncertainty Quantification

Proceedings of Machine Learning Research, Volume 139.

Conference 24 July 2021 | Online.

9th Symposium on Conformal and Probabilistic Prediction with Applications (COPA 2020)

Proceedings of Machine Learning Research, Volume 128.

Conference 9-11 September 2020 | Online.

Special Section on Conformal and Probabilistic Prediction with Applications

Alexander Gammerman, Vladimir Vovk, Zhiyuan Luo, Evgueni Smirnov, Ralf Peeters.

Journal Neurocomputing | Volume 397 | Elsevier.

8th Symposium on Conformal and Probabilistic Prediction with Applications (COPA 2019)

Proceedings of Machine Learning Research, Volume 105.

Conference 9-11 September 2019 | Golden Sands, Bulgaria.

Special Issue in Conformal and Probabilistic Prediction with Applications

Alexander Gammerman, Vladimir Vovk, Henrik Boström, Lars Carlsson.

Journal Machine Learning | Volume 108 | Springer.

7th Symposium on Conformal and Probabilistic Prediction with Applications (COPA 2018)

Proceedings of Machine Learning Research, Volume 91.

Conference 11-13 June 2018 | Maastricht, The Netherlands.

6th Symposium on Conformal and Probabilistic Prediction with Applications (COPA 2017)

Proceedings of Machine Learning Research, Volume 60.

Conference 14-16 June 2017 | Stockholm, Sweden.

Special Issue in Conformal and Probabilistic Prediction with Applications

Alexander Gammerman, Vladimir Vovk.

Journal Annals of Mathematics and Artificial Intelligence | Volume 81 | Springer.

5th Symposium on Conformal and Probabilistic Prediction with Applications (COPA 2016)

Lecture Notes in Computer Science, Volume 9653, Springer.

Conference 20-22 April 2016 | Madrid, Spain.

4th Symposium on Conformal and Probabilistic Prediction with Applications (COPA 2015)

Lecture Notes in Computer Science, Volume 9047, Springer.

Conference 20-23 April 2015 | Egham, UK.

Anglo-Indian Workshop on Conformal Prediction for Reliable Machine Learning

Conference 15-17 December 2015 | Hyderabad, India.

Special Issue in Conformal Prediction and its Applications

Harris Papadopoulos, Volodya Vovk, Alexander Gammerman.

Journal Annals of Mathematics and Artificial Intelligence | Volume 74 | Springer.

3rd Symposium on Conformal and Probabilistic Prediction with Applications (COPA 2014)

IFIP Advances in Information and Communication Technology, Volume 436, Springer.

Conference 19-21 September 2014 | Island of Rhodes, Greece.

Conformal Prediction for Reliable Machine Learning: Theory, Adaptations and Applications

Vineeth Balasubramanian, Shen-Shyang Ho, Vladimir Vovk

BookMorgan Kaufmann | 2014 | ISBN-10: 0123985374

2nd Symposium on Conformal and Probabilistic Prediction with Applications (COPA 2013)

IFIP Advances in Information and Communication Technology, Volume 412, Springer.

Conference September 30 - October 2, 2013 | Paphos, Cyprus.

1st Symposium on Conformal and Probabilistic Prediction with Applications (COPA 2012)

IFIP Advances in Information and Communication Technology, Volume 381, Springer.

Conference 27-30 September 2012 | Halkidiki, Greece.

Special Issue in Conformal Prediction

Alexander Gammerman.

Journal Progress in Artificial Intelligence | Volume 1 | Springer.

Algorithmic Learning in a Random World

Vladimir Vovk, Alexander Gammerman, Glenn Shafer

BookSpringer | 2005 | ISBN-10: 0387001522

Upcoming events

15th Symposium on Conformal and Probabilistic Prediction with Applications (COPA 2026)

Past events

Theme Issue in Advancing uncertainty quantification in Artificial Intelligence systems using Conformal Prediction

14th Symposium on Conformal and Probabilistic Prediction with Applications (COPA 2025)

Special Issue in Conformal Prediction and Distribution-Free Uncertainty Quantification

13th Symposium on Conformal and Probabilistic Prediction with Applications (COPA 2024)

Special Issue in Conformal Prediction and Distribution-Free Uncertainty Quantification

12th Symposium on Conformal and Probabilistic Prediction with Applications (COPA 2023)

Introduction To Conformal Prediction With Python: A Short Guide For Quantifying Uncertainty Of Machine Learning Models

Practical Guide to Applied Conformal Prediction in Python: Learn and apply the best uncertainty frameworks to your industry applications

Special Section on Conformal and Probabilistic Prediction with Applications

Algorithmic Learning in a Random World (Second Edition)

11th Symposium on Conformal and Probabilistic Prediction with Applications (COPA 2022)

ICML 2022 Workshop on Distribution-Free Uncertainty Quantification

10th Symposium on Conformal and Probabilistic Prediction with Applications (COPA 2021)

ICML 2021 Workshop on Uncertainty & Robustness in Deep Learning

ICML 2021 Workshop on Distribution-Free Uncertainty Quantification

9th Symposium on Conformal and Probabilistic Prediction with Applications (COPA 2020)

Special Section on Conformal and Probabilistic Prediction with Applications

8th Symposium on Conformal and Probabilistic Prediction with Applications (COPA 2019)

Special Issue in Conformal and Probabilistic Prediction with Applications

7th Symposium on Conformal and Probabilistic Prediction with Applications (COPA 2018)

6th Symposium on Conformal and Probabilistic Prediction with Applications (COPA 2017)

Special Issue in Conformal and Probabilistic Prediction with Applications

5th Symposium on Conformal and Probabilistic Prediction with Applications (COPA 2016)

4th Symposium on Conformal and Probabilistic Prediction with Applications (COPA 2015)

Anglo-Indian Workshop on Conformal Prediction for Reliable Machine Learning

Special Issue in Conformal Prediction and its Applications

3rd Symposium on Conformal and Probabilistic Prediction with Applications (COPA 2014)

Conformal Prediction for Reliable Machine Learning: Theory, Adaptations and Applications

2nd Symposium on Conformal and Probabilistic Prediction with Applications (COPA 2013)

1st Symposium on Conformal and Probabilistic Prediction with Applications (COPA 2012)

Special Issue in Conformal Prediction

Algorithmic Learning in a Random World