Conformal prediction: events before the publication of the second edition
of "Algorithmic Learning in a Random World" (December 2022)
- 29 November 2022:
Emmanuel Candes's invited talk
"Conformal prediction in 2022" at NIPS 2022 (New Orleans, LA, USA).
- 24-26 August 2022:
Eleventh Symposium
on Conformal and Probabilistic Prediction with Applications (COPA 2022),
held in Brighton, UK.
Proceedings published by
Proceedings of Machine Learning Research,
Volume 179.
- 23 July 2022:
Workshop on Distribution-Free Uncertainty Quantification
at ICML 2022 (Baltimore, MD, USA).
- 8-10 September 2021:
Tenth Symposium
on Conformal and Probabilistic Prediction with Applications (COPA 2020)
(held online).
Proceedings published by
Proceedings of Machine Learning Research
as volume 152.
- 24 July 2021:
Workshop on Distribution-Free Uncertainty Quantification
at ICML 2021, with conformal prediction one of the topics.
- 23 July 2021:
ICML 2021 Workshop
on Uncertainty & Robustness in Deep Learning.
- 8 December 2021:
Special Issue
on Conformal and Probabilistic Prediction with Applications
of Pattern Recognition.
Some of the papers are extended versions of papers that appeared in the
COPA 2019 Proceedings.
- 9-11 September 2020:
Ninth Symposium
on Conformal and Probabilistic Prediction with Applications (COPA 2020)
(planned for Verona, Italy; held online).
Proceedings published by
Proceedings of Machine Learning Research
as volume 128.
- 2020 (published online in November 2019):
Special Section on Conformal and Probabilistic Prediction with Applications of
Neurocomputing.
A significant proportion of papers are extended versions of papers that appeared in the
COPA 2018 Proceedings.
- 9-11 September 2019:
Eighth Symposium
on Conformal and Probabilistic Prediction with Applications (COPA 2019)
(Golden Sands, Bulgaria).
Proceedings have been published by
Proceedings of Machine Learning Research
as volume 105.
- March 2019:
A Special Issue
on Conformal and Probabilistic Prediction with Applications
of
Machine Learning
published (volume 108, issue 3, March 2019).
A significant proportion of papers are extended versions of papers that appeared in the
COPA 2017 Proceedings.
- 11-13 June 2018:
Seventh Symposium
on Conformal and Probabilistic Prediction with Applications (COPA 2018),
Maastricht University, the Netherlands.
Proceedings have been published by
Proceedings of Machine Learning Research
as volume 91.
- 16 April 2018:
a description
of the R package "conformalClassification" published on arXiv by Niharika Gauraha and Ola Spjuth;
the package itself is available on
Comprehensive R Archive Network.
- October 2017:
A Special Issue
of the
Annals of Mathematics and Artificial Intelligence
(volume 81, issues 1-2, October 2017)
devoted to COPA 2016 published.
- 14-16 June 2017:
Sixth Symposium
on Conformal and Probabilistic Prediction with Applications (COPA 2017),
Karolinska Institutet, Stockholm, Sweden.
Proceedings are published by
Proceedings of Machine Learning Research
as volume 60.
- 16-18 September 2016:
Tutorial "Uncertainty Quantification in Machine Learning using Conformal Prediction"
at the Twelfth IFIP International Conference on Artificial Intelligence Applications and Innovations
(by Harris Papadopoulos).
- 26 July 2016:
Tutorial B
"Predicting with Confidence" at the
2016 International Conference on Data Mining (DMIN 2016)
(by Ulf Johansson).
- 20-22 April 2016:
Fifth Symposium
on Conformal and Probabilistic Prediction with Applications (COPA 2016),
CIEMAT, Madrid, Spain.
Proceedings published in
Lecture Notes
in Artificial Intelligence, volume 9653.
- 7 March 2016:
Version 0.2 of R package "conformal" (Conformal Prediction for Regression and Classification)
published by Isidro Cortes
at the
Comprehensive R Archive Network.
- 25 January 2016:
Session "Data intensive methods and conformal predictions" of the International Conference
on Pharmaceutical Bioinformatics (ICPB 2016),
Pattaya, Thailand.
- 20 January 2016:
R package "conformalInference"
made available by the Carnegie Mellon Conformal Inference Team
(Max G'Sell, Jing Lei, Alessandro Rinaldo, Ryan Tibshirani, and Larry Wasserman).
- 15-18 December 2015:
Anglo-Indian Workshop
"Conformal Prediction for Reliable Machine Learning",
Indian Institute of Technology (IIT) Hyderabad, India.
- 12 July 2015:
Tutorial "Conformal Prediction: A Valid Approach to Confidence Predictions"
(Henrik Boström, Alex Gammerman, Ulf Johansson, Lars Carlsson, and Henrik Linusson)
was presented at the 2015 International Joint Conference on Neural Networks
(Killarney, Ireland).
- June 2015:
Special Issue
on Conformal Prediction and its Applications of the
Annals of Mathematics and Artificial Intelligence
(volume 74, issues 1-2, June 2015)
published.
- 20-21 April 2015:
Special Session
on Conformal Prediction and its Applications (COPA 2015 Workshop)
of the Third International Symposium
on Statistical Learning and Data Sciences (SLDS 2015)
(Royal Holloway, University of London, Egham, Surrey, UK).
Proceedings published in
Lecture Notes
in Artificial Intelligence, volume 9047.
- 19 September 2014:
Third Workshop
on Conformal Prediction and its Applications (COPA 2014) (Island of Rhodes, Greece).
- 15 September 2014:
Tutorial "Conformal predictions for reliable machine learning"
presented at ECML/PKDD 2014
(by Vineeth N. Balasubramanian,
with Shen-Shyang Ho and Vladimir Vovk as co-organizers).
- April 2014:
book
Conformal Prediction for Reliable Machine Learning: Theory, Adaptations, and Applications
(edited by Vineeth Balasubramanian, Shen-Shyang Ho, and Vladimir Vovk)
published by Elsevier.
- 1-2 October 2013:
Second Workshop
on Conformal Prediction and its Applications (COPA 2013) (Pathos, Cyprus).
- 29 September 2012:
First Workshop
on Conformal Prediction and its Applications (COPA 2012) (Halkidiki, Greece).
- September 2012:
Special Issue on Conformal Prediction
of Progress in Artificial Intelligence
(volume 1, issue 3) published.
- 31 July and 8 August 2011: Tutorial "Conformal predictions for reliable machine learning: theory and applications"
presented at IJCNN 2011
and AAAI 2011
(by Vineeth N. Balasubramanian,
with Shen-Shyang Ho, Sethuraman Panchanathan, Vladimir Vovk as co-organizers).
- 14 July 2011: Session "Machine Learning with Confidence, Conformal Prediction"
of the International Classification Conference 2011
in honour of Chris Wallace and Ray Solomonoff
(University of St Andrews, Scotland).
For the pre-Covid COPA venues on map
click here.
New events are announced at the Google forum Conformal Prediction.
See also the list of events maintained by Khuong Nguyen.
This page was maintained by
Vladimir Vovk.
Last modified on 15 Apr 2023