Proceedings of Machine Learning Research

Jekyll2026-09-30T21:16:58+00:00https://proceedings.mlr.press/v348/feed.xmlProceedings of Machine Learning ResearchProceedings of the Fourth UK AI Conference 2026 Held in The Hilton Nottingham, Nottingham, United Kingdom on 29-30 September 2026 Published as Volume 348 by the Proceedings of Machine Learning Research on 30 September 2026. Volume Edited by: Alistair Benford Baturalp Büyükateş Christian Cabrera Sarah Kiden Arianna Salili-James Vincent Zakka Feng Zhou Series Editors: Tegan Emerson Hoel Kervadec Neil D. Lawrence PMLRPrompt Injection Detection is Regime-Dependent: A Deployment-Aware Evaluation with Interpretable Structural Signals2026-09-30T00:00:00+00:002026-09-30T00:00:00+00:00https://proceedings.mlr.press/v348/akinrele26a[{"given"=>"Akindoyin", "family"=>"Akinrele"}, {"given"=>"Shreyank N", "family"=>"Gowda"}]

Data Quality as a Causal Variable in Smartphone Health Monitoring2026-09-30T00:00:00+00:002026-09-30T00:00:00+00:00https://proceedings.mlr.press/v348/aloyayri26a[{"given"=>"Abdulrahman A.", "family"=>"Aloyayri"}, {"given"=>"Max A.", "family"=>"Little"}, {"given"=>"Nawfal A.", "family"=>"Zakar"}]

Separating the Art from the Algorithm: Detecting Moral Decoupling in Consumer Discourse About Generative AI2026-09-30T00:00:00+00:002026-09-30T00:00:00+00:00https://proceedings.mlr.press/v348/chimezie26a[{"given"=>"Onuchukwu Joseph", "family"=>"Chimezie"}, {"given"=>"Julius Sechang", "family"=>"Mboli"}]

Auditing Feature Importance Rankings in Nonstationary Data Streams2026-09-30T00:00:00+00:002026-09-30T00:00:00+00:00https://proceedings.mlr.press/v348/daneshvar26a[{"given"=>"Bahareh", "family"=>"Daneshvar"}, {"given"=>"Conor", "family"=>"Fahy"}, {"given"=>"Shengxiang", "family"=>"Yang"}]

An AI-Based Decision-Support Pipeline for Day-Ahead Photovoltaic Forecasting2026-09-30T00:00:00+00:002026-09-30T00:00:00+00:00https://proceedings.mlr.press/v348/dehghan26a[{"given"=>"Fariba", "family"=>"Dehghan"}, {"given"=>"Sebastian", "family"=>"Stein"}, {"given"=>"Vahid", "family"=>"Yazdanpanah"}, {"given"=>"Stephanie", "family"=>"Gauthier"}, {"given"=>"Masood", "family"=>"Nazari"}]

Denoising Diffusion Probabilistic Models for Source Camera Identification in Image Forensics2026-09-30T00:00:00+00:002026-09-30T00:00:00+00:00https://proceedings.mlr.press/v348/farzadpour26a[{"given"=>"Zahra", "family"=>"Farzadpour"}, {"given"=>"Farah Nafees", "family"=>"Ahmed"}, {"given"=>"Fouad", "family"=>"Khelifi"}]

Adaptive Data Dropout: Towards Self-Regulated Learning in Deep Neural Networks2026-09-30T00:00:00+00:002026-09-30T00:00:00+00:00https://proceedings.mlr.press/v348/gahir26a[{"given"=>"Amar", "family"=>"Gahir"}, {"given"=>"Varshil", "family"=>"Patel"}, {"given"=>"Shreyank N", "family"=>"Gowda"}]

Hybrid Thompson-UCB for Risk-Aware Classification of Brain Tumours under Limited Data2026-09-30T00:00:00+00:002026-09-30T00:00:00+00:00https://proceedings.mlr.press/v348/marghalani26a[{"given"=>"Bashayer Fouad", "family"=>"Marghalani"}, {"given"=>"J. Michael", "family"=>"Herrmann"}]

Must Success Make Sense?2026-09-30T00:00:00+00:002026-09-30T00:00:00+00:00https://proceedings.mlr.press/v348/mridula26a[{"given"=>"Jaia", "family"=>"Mridula"}, {"given"=>"David James Edward", "family"=>"Elks"}]

Fixing the Background: Segmentation-Guided Feature Refinement for Multiple Object Tracking2026-09-30T00:00:00+00:002026-09-30T00:00:00+00:00https://proceedings.mlr.press/v348/nisar26a[{"given"=>"Muhammad Hassan", "family"=>"Nisar"}, {"given"=>"Syeda Umme", "family"=>"Umama"}, {"given"=>"Muhammad Imran", "family"=>"Shehzad"}, {"given"=>"Hazrat", "family"=>"Ali"}, {"given"=>"Shoaib", "family"=>"Azmat"}]