Upcoming events

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.

Past events

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

Harris Papadopoulos, Khuong An Nguyen, Vineeth Balasubramanian.
Journal Pattern Recognition | Elsevier.

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.

image 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

image 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.

image 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.

image 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.

image Algorithmic Learning in a Random World

Vladimir Vovk, Alexander Gammerman, Glenn Shafer
BookSpringer | 2005 | ISBN-10: 0387001522