Ibrahim M Alabdulmohsin
9 papers · 2015–2023 · 1 conference · across top CS/AI conferences
Achievements
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π Cross-Pollinator (12) π Academic Marathon (8) π Interdisciplinary Bridge π§ Keyword Pioneer π£ Hot Topic Early Bird
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Taxonomy Completionist
(16)
π
Trend Setter
β
The Questioner
Conferences
NIPS (9)
Top co-authors
Keywords
vision transformer
(2)
image classification
(2)
representation learning
(1)
language modeling
(1)
algorithmic fairness
(1)
domain generalization
(1)
statistical learning theory
(1)
boosting algorithm
(1)
learning curve
(1)
pac learning
(1)
multiclass classification
(1)
algorithmic stability
(1)
distribution shift
(1)
conditional independence
(1)
generalization bound
(1)
transfer learning
(1)
bias mitigation
(1)
loss function
(1)
dimensionality reduction
(1)
causal inference
(1)
Papers
Patch nβ Pack: NaViT, a Vision Transformer for any Aspect Ratio and Resolution
NIPS 2023
Getting ViT in Shape: Scaling Laws for Compute-Optimal Model Design
NIPS 2023
Diagnosing failures of fairness transfer across distribution shift in real-world medical settings
NIPS 2022
A Reduction to Binary Approach for Debiasing Multiclass Datasets
NIPS 2022
Fair Wrapping for Black-box Predictions
NIPS 2022
Revisiting Neural Scaling Laws in Language and Vision
NIPS 2022
A Near-Optimal Algorithm for Debiasing Trained Machine Learning Models
NIPS 2021
What Do Neural Networks Learn When Trained With Random Labels?
NIPS 2020
Algorithmic Stability and Uniform Generalization
NIPS 2015