Alabdulmohsin, Ibrahim M

14 publications

NeurIPS 2023 Getting ViT in Shape: Scaling Laws for Compute-Optimal Model Design Ibrahim M Alabdulmohsin, Xiaohua Zhai, Alexander Kolesnikov, Lucas Beyer

NeurIPS 2023 Patch N’ Pack: NaViT, a Vision Transformer for Any Aspect Ratio and Resolution Mostafa Dehghani, Basil Mustafa, Josip Djolonga, Jonathan Heek, Matthias Minderer, Mathilde Caron, Andreas Steiner, Joan Puigcerver, Robert Geirhos, Ibrahim M Alabdulmohsin, Avital Oliver, Piotr Padlewski, Alexey Gritsenko, Mario Lucic, Neil Houlsby

NeurIPS 2022 A Reduction to Binary Approach for Debiasing Multiclass Datasets Ibrahim M Alabdulmohsin, Jessica Schrouff, Sanmi Koyejo

NeurIPS 2022 Diagnosing Failures of Fairness Transfer Across Distribution Shift in Real-World Medical Settings Jessica Schrouff, Natalie Harris, Sanmi Koyejo, Ibrahim M Alabdulmohsin, Eva Schnider, Krista Opsahl-Ong, Alexander Brown, Subhrajit Roy, Diana Mincu, Christina Chen, Awa Dieng, Yuan Liu, Vivek Natarajan, Alan Karthikesalingam, Katherine A. Heller, Silvia Chiappa, Alexander D'Amour

NeurIPS 2022 Fair Wrapping for Black-Box Predictions Alexander Soen, Ibrahim M Alabdulmohsin, Sanmi Koyejo, Yishay Mansour, Nyalleng Moorosi, Richard Nock, Ke Sun, Lexing Xie

NeurIPS 2022 Revisiting Neural Scaling Laws in Language and Vision Ibrahim M Alabdulmohsin, Behnam Neyshabur, Xiaohua Zhai

NeurIPS 2021 A Near-Optimal Algorithm for Debiasing Trained Machine Learning Models Ibrahim M Alabdulmohsin, Mario Lucic

NeurIPS 2020 What Do Neural Networks Learn When Trained with Random Labels? Hartmut Maennel, Ibrahim M Alabdulmohsin, Ilya O Tolstikhin, Robert Baldock, Olivier Bousquet, Sylvain Gelly, Daniel Keysers

ECML-PKDD 2018 Axiomatic Characterization of AdaBoost and the Multiplicative Weight Update Procedure Ibrahim M. Alabdulmohsin

AISTATS 2017 An Information-Theoretic Route from Generalization in Expectation to Generalization in Probability Ibrahim M. Alabdulmohsin

ECML-PKDD 2016 Is Attribute-Based Zero-Shot Learning an Ill-Posed Strategy? Ibrahim M. Alabdulmohsin, Moustapha Cissé, Xiangliang Zhang

MLJ 2016 Large Margin Classification with Indefinite Similarities Ibrahim M. Alabdulmohsin, Moustapha Cissé, Xin Gao, Xiangliang Zhang

NeurIPS 2015 Algorithmic Stability and Uniform Generalization Ibrahim M Alabdulmohsin

AAAI 2015 Efficient Active Learning of Halfspaces via Query Synthesis Ibrahim M. Alabdulmohsin, Xin Gao, Xiangliang Zhang