Jekyll2026-08-30T17:02:24+00:00https://proceedings.mlr.press/v329/feed.xmlProceedings of Machine Learning ResearchProceedings of the Fifteenth Symposium on Conformal and Probabilistic Prediction with Applications
Held in M\"olnlycke Health Care, M\"olndal, Sweden on 02-04 September 2026
Published as Volume 329 by the Proceedings of Machine Learning Research on 30 August 2026.
Volume Edited by:
Ernst Ahlberg
Ulf Johansson
Henrik Boström
Alberto Carlevaro
Johan Hallberg Szabadváry
Lars Carlsson
Series Editors:
Tegan Emerson
Hoel Kervadec
Neil D. Lawrence
PMLRPreface2026-08-30T00:00:00+00:002026-08-30T00:00:00+00:00https://proceedings.mlr.press/v329/ahlberg26a[{"given"=>"Ernst", "family"=>"Ahlberg"}, {"given"=>"Ulf", "family"=>"Johansson"}, {"given"=>"Henrik", "family"=>"Boström"}, {"given"=>"Alberto", "family"=>"Carlevaro"}, {"given"=>"Johan", "family"=>"Hallberg Szabadváry"}, {"given"=>"Lars", "family"=>"Carlsson"}]Reliable Environmental Planning at HS2 Construction Sites2026-08-30T00:00:00+00:002026-08-30T00:00:00+00:00https://proceedings.mlr.press/v329/ahluwalia26a[{"given"=>"Jasmin", "family"=>"Ahluwalia"}, {"given"=>"Xu", "family"=>"Feng"}, {"given"=>"Khuong An", "family"=>"Nguyen"}, {"given"=>"Matthew", "family"=>"Tye"}]Turning Feature Attributions into Sufficient Explanations Using Conformal Prediction2026-08-30T00:00:00+00:002026-08-30T00:00:00+00:00https://proceedings.mlr.press/v329/alkhatib26a[{"given"=>"Amr", "family"=>"Alkhatib"}, {"given"=>"Stephanie", "family"=>"Lowry"}]Attune, Don’t Prune: A Conformal Framework for Fact Preservation in News Content Attunement2026-08-30T00:00:00+00:002026-08-30T00:00:00+00:00https://proceedings.mlr.press/v329/ashby26a[{"given"=>"Alice Evelyn", "family"=>"Ashby"}, {"given"=>"Mai", "family"=>"Nguyen"}, {"given"=>"Zhiyuan", "family"=>"Luo"}, {"given"=>"Khuong An", "family"=>"Nguyen"}]Conformal Calibration for Multi-Modal Regression with Missing Modalities2026-08-30T00:00:00+00:002026-08-30T00:00:00+00:00https://proceedings.mlr.press/v329/azizi26a[{"given"=>"Ilia", "family"=>"Azizi"}]Conformal prediction as a solution to distribution shifts in medical image analysis2026-08-30T00:00:00+00:002026-08-30T00:00:00+00:00https://proceedings.mlr.press/v329/boman26a[{"given"=>"Sol Erika", "family"=>"Boman"}, {"given"=>"Nita", "family"=>"Mulliqi"}, {"given"=>"Luana Xuan", "family"=>"Liu"}, {"given"=>"Kimmo", "family"=>"Kartasalo"}, {"given"=>"Martin", "family"=>"Eklund"}]Geometry-Aware Conformal Decoding for Motor BCI Systems2026-08-30T00:00:00+00:002026-08-30T00:00:00+00:00https://proceedings.mlr.press/v329/bonini26a[{"given"=>"Roberto", "family"=>"Bonini"}, {"given"=>"Zhiyuan", "family"=>"Luo"}, {"given"=>"Matteo", "family"=>"Filippini"}, {"given"=>"Patrizia", "family"=>"Fattori"}]Mondrian Conformal Regressors with Overlapping Categories2026-08-30T00:00:00+00:002026-08-30T00:00:00+00:00https://proceedings.mlr.press/v329/bostrom26a[{"given"=>"Henrik", "family"=>"Boström"}, {"given"=>"Ulf", "family"=>"Johansson"}]Detecting Label Shift for Large Language Models with Conformal Test Martingales2026-08-30T00:00:00+00:002026-08-30T00:00:00+00:00https://proceedings.mlr.press/v329/bostrom26b[{"given"=>"Henrik", "family"=>"Boström"}]Efficient Multi-Label Conformal Classification2026-08-30T00:00:00+00:002026-08-30T00:00:00+00:00https://proceedings.mlr.press/v329/bostrom26c[{"given"=>"Henrik", "family"=>"Boström"}, {"given"=>"Ulf", "family"=>"Norinder"}]