Proceedings of Machine Learning Research

Jekyll2026-08-30T17:19:08+00:00https://proceedings.mlr.press/v300/feed.xmlProceedings of Machine Learning ResearchProceedings of The 29th International Conference on Artificial Intelligence and Statistics Held in Hilton Tanger Al Houara, Morocco on 02-05 May 2026 Published as Volume 300 by the Proceedings of Machine Learning Research on 30 August 2026. Volume Edited by: Emtiyaz Khan Yingzhen Li Arno Solin Aaditya Ramdas Series Editors: Tegan Emerson Hoel Kervadec Neil D. Lawrence PMLRThe Riemannian Geometry Associated to Gradient Flows of Linear Convolutional Networks2026-08-30T00:00:00+00:002026-08-30T00:00:00+00:00https://proceedings.mlr.press/v300/achour26a[{"given"=>"El Mehdi", "family"=>"Achour"}, {"given"=>"Kathlén", "family"=>"Kohn"}, {"given"=>"Holger", "family"=>"Rauhut"}]

VIPaint: Image Inpainting with Pre-Trained Diffusion Models via Variational Inference2026-08-30T00:00:00+00:002026-08-30T00:00:00+00:00https://proceedings.mlr.press/v300/agarwal26a[{"given"=>"Sakshi", "family"=>"Agarwal"}, {"given"=>"Gabriel", "family"=>"Hope"}, {"given"=>"Jimin", "family"=>"Heo"}, {"given"=>"Erik B.", "family"=>"Sudderth"}]

Best Policy Learning From Trajectory Preference Feedback2026-08-30T00:00:00+00:002026-08-30T00:00:00+00:00https://proceedings.mlr.press/v300/agnihotri26a[{"given"=>"Akhil", "family"=>"Agnihotri"}, {"given"=>"Rahul", "family"=>"Jain"}, {"given"=>"Deepak", "family"=>"Ramachandran"}, {"given"=>"Zheng", "family"=>"Wen"}]

On the Hardness of Auditing Model Properties Under Updates: Complexity of Property-Preserving Updates2026-08-30T00:00:00+00:002026-08-30T00:00:00+00:00https://proceedings.mlr.press/v300/ajarra26a[{"given"=>"Ayoub", "family"=>"Ajarra"}, {"given"=>"Debabrota", "family"=>"Basu"}]

In-Context Function Learning in Large Language Models2026-08-30T00:00:00+00:002026-08-30T00:00:00+00:00https://proceedings.mlr.press/v300/akata26a[{"given"=>"Elif", "family"=>"Akata"}, {"given"=>"Konstantinos", "family"=>"Voudouris"}, {"given"=>"Vincent", "family"=>"Fortuin"}, {"given"=>"Eric", "family"=>"Schulz"}]

CAWI: Copula-Aligned Weight Initialization for Randomized Neural Networks2026-08-30T00:00:00+00:002026-08-30T00:00:00+00:00https://proceedings.mlr.press/v300/akhtar26a[{"given"=>"Mushir", "family"=>"Akhtar"}, {"given"=>"M.", "family"=>"Tanveer"}, {"given"=>"Mohd.", "family"=>"Arshad"}]

On the calibration of survival models with competing risks2026-08-30T00:00:00+00:002026-08-30T00:00:00+00:00https://proceedings.mlr.press/v300/alberge26a[{"given"=>"Julie", "family"=>"Alberge"}, {"given"=>"Tristan", "family"=>"Haugomat"}, {"given"=>"Gaël", "family"=>"Varoquaux"}, {"given"=>"Judith", "family"=>"Abécassis"}]

FocusViT: Faithful Explanations for Vision Transformers via Gradient-Guided Layer-Skipping2026-08-30T00:00:00+00:002026-08-30T00:00:00+00:00https://proceedings.mlr.press/v300/ali26a[{"given"=>"Mohsin", "family"=>"Ali"}, {"given"=>"Haider", "family"=>"Raza"}, {"given"=>"John Q", "family"=>"Gan"}, {"given"=>"Muhammad Haris", "family"=>"Khan"}]

Support Basis: Fast Attention Beyond Bounded Entries2026-08-30T00:00:00+00:002026-08-30T00:00:00+00:00https://proceedings.mlr.press/v300/aliakbarpour26a[{"given"=>"Maryam", "family"=>"Aliakbarpour"}, {"given"=>"Vladimir", "family"=>"Braverman"}, {"given"=>"Junze", "family"=>"Yin"}, {"given"=>"Haochen", "family"=>"Zhang"}]

High-Probability Bounds for Heterogeneous Local Differential Privacy2026-08-30T00:00:00+00:002026-08-30T00:00:00+00:00https://proceedings.mlr.press/v300/aliakbarpour26b[{"given"=>"Maryam", "family"=>"Aliakbarpour"}, {"given"=>"Alireza", "family"=>"Fallah"}, {"given"=>"Swaha", "family"=>"Roy"}, {"given"=>"Ria", "family"=>"Stevens"}]