Ibrahim M Alabdulmohsin
9 papers · 2015–2023 · 1 venue · across top CS/AI venues
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Achievements
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π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Bronze πΊοΈ Taxonomy Completionist (16) π£ Hot Topic Early Bird β The Questioner
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Keywords
vision transformer
(2)
image classification
(2)
representation learning
(1)
language modeling
(1)
algorithmic fairness
(1)
domain generalization
(1)
statistical learning theory
(1)
generalization bound
(1)
loss function
(1)
sample complexity
(1)
pac learning
(1)
algorithmic stability
(1)
multi-class classification
(1)
distribution shift
(1)
conditional independence
(1)
transfer learning
(1)
boosting algorithm
(1)
bias mitigation
(1)
dimensionality reduction
(1)
causal inference
(1)
Papers
Getting ViT in Shape: Scaling Laws for Compute-Optimal Model Design
NeurIPS 2023
Patch nβ Pack: NaViT, a Vision Transformer for any Aspect Ratio and Resolution
NeurIPS 2023
A Reduction to Binary Approach for Debiasing Multiclass Datasets
NeurIPS 2022
Diagnosing failures of fairness transfer across distribution shift in real-world medical settings
NeurIPS 2022
Fair Wrapping for Black-box Predictions
NeurIPS 2022
Revisiting Neural Scaling Laws in Language and Vision
NeurIPS 2022
A Near-Optimal Algorithm for Debiasing Trained Machine Learning Models
NeurIPS 2021
What Do Neural Networks Learn When Trained With Random Labels?
NeurIPS 2020
Algorithmic Stability and Uniform Generalization
NeurIPS 2015