Jekyll2026-08-06T15:26:26+00:00https://proceedings.mlr.press/v337/feed.xmlProceedings of Machine Learning ResearchProceedings of the 42nd Conference on Uncertainty in Artificial Intelligence
Held in KIT, Amsterdam, the Netherlands on 17-21 August 2026
Published as Volume 337 by the Proceedings of Machine Learning Research on 06 August 2026.
Volume Edited by:
Emilija Perković
Daniel Malinsky
Series Editors:
Neil D. Lawrence
Hoel Kervadec
Tegan Emerson
PMLRDistilling Safe LLM Systems via Soft Prompts for On Device Settings2026-08-06T00:00:00+00:002026-08-06T00:00:00+00:00https://proceedings.mlr.press/v337/alfarra26a[{"given"=>"Motasem", "family"=>"Alfarra"}, {"given"=>"Cristina", "family"=>"Pinneri"}, {"given"=>"Dana", "family"=>"Kianfar"}, {"given"=>"Mohammed", "family"=>"Almousa"}, {"given"=>"Christos", "family"=>"Louizos"}]Contrastive Conformal Sets2026-08-06T00:00:00+00:002026-08-06T00:00:00+00:00https://proceedings.mlr.press/v337/alkhatib26a[{"given"=>"Yahya", "family"=>"Alkhatib"}, {"given"=>"Wee Peng", "family"=>"Tay"}]PCU: Perturbation-Calibrated Uncertainty for Unsupervised Anomaly Detection2026-08-06T00:00:00+00:002026-08-06T00:00:00+00:00https://proceedings.mlr.press/v337/allaoui26a[{"given"=>"Mebarka", "family"=>"Allaoui"}, {"given"=>"Rachid", "family"=>"Hedjam"}, {"given"=>"Mohand Saïd", "family"=>"Allili"}, {"given"=>"Guoqiang", "family"=>"Zhong"}]Curvature-Weighted Capacity Allocation: A Minimum Description Length Framework for Layer-Adaptive Large Language Model Optimization2026-08-06T00:00:00+00:002026-08-06T00:00:00+00:00https://proceedings.mlr.press/v337/amaefuna26a[{"given"=>"Theophilus", "family"=>"Amaefuna"}, {"given"=>"Hitesh Ulhas", "family"=>"Vaidya"}, {"given"=>"Anshuman", "family"=>"Chhabra"}, {"given"=>"Ankur", "family"=>"Mali"}]When and How Often is Weighted Majority Vote Optimal Under Log Loss?2026-08-06T00:00:00+00:002026-08-06T00:00:00+00:00https://proceedings.mlr.press/v337/an26a[{"given"=>"Steven", "family"=>"An"}, {"given"=>"Sanjoy", "family"=>"Dasgupta"}]Workload-Preserving Differentially Private Synthetic Data for Causal Inference via Maximum-Entropy Calibration2026-08-06T00:00:00+00:002026-08-06T00:00:00+00:00https://proceedings.mlr.press/v337/asiaee26a[{"given"=>"Amir", "family"=>"Asiaee"}, {"given"=>"Kaveh", "family"=>"Aryan"}]Partial Causal Structure Learning for Valid Selective Conformal Inference under Interventions2026-08-06T00:00:00+00:002026-08-06T00:00:00+00:00https://proceedings.mlr.press/v337/asiaee26b[{"given"=>"Amir", "family"=>"Asiaee"}, {"given"=>"Kaveh", "family"=>"Aryan"}, {"given"=>"James P.", "family"=>"Long"}]Improving RCT-Based Treatment Effect Estimation Under Covariate Mismatch via Calibrated Alignment2026-08-06T00:00:00+00:002026-08-06T00:00:00+00:00https://proceedings.mlr.press/v337/asiaee26c[{"given"=>"Amir", "family"=>"Asiaee"}, {"given"=>"Samhita", "family"=>"Pal"}]Certified Interventional Fidelity: Anytime-Valid, Adaptive Evaluation of Causal Claims in Mechanistic Interpretability2026-08-06T00:00:00+00:002026-08-06T00:00:00+00:00https://proceedings.mlr.press/v337/asiaee26d[{"given"=>"Amir", "family"=>"Asiaee"}]Probably Correct Optimal Stable Matching under Two-Sided Uncertainty2026-08-06T00:00:00+00:002026-08-06T00:00:00+00:00https://proceedings.mlr.press/v337/athanasopoulos26a[{"given"=>"Andreas", "family"=>"Athanasopoulos"}, {"given"=>"Anne-Marie", "family"=>"George"}, {"given"=>"Christos", "family"=>"Dimitrakakis"}]