Ali Taylan Cemgil
5 papers · 2013–2024 · 2 venues · across top CS/AI venues
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Achievements
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π Conference Polyglot Β· Bronze π Academic Marathon Β· Half π Interdisciplinary Bridge Β· Bronze πΊοΈ Taxonomy Completionist (15) π£ Hot Topic Early Bird
π
Conference Pioneer
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Research topics
Machine Learning
(5)
Artificial Intelligence
(3)
Deep Learning
(3)
Mathematics & Optimization
(2)
Application Areas
(2)
Core AI
(2)
Core Methods
(2)
Optimization & Theory
(2)
Techniques
(2)
Bayesian & Probabilistic Β· Artificial Intelligence
(1)
Bayesian & Probabilistic Β· Machine Learning
(1)
Mathematics
(1)
Models
(1)
Optimization
(1)
Keywords
conformal prediction
(1)
domain adaptation
(1)
model robustness
(1)
data augmentation
(1)
distribution shift
(1)
directed graph
(1)
empirical evaluation
(1)
beta divergence
(1)
confidence set
(1)
spurious correlation
(1)
uncertainty estimation
(1)
positional encoding
(1)
non-negative matrix factorization
(1)
worst-group accuracy
(1)
compound poisson
(1)
tweedie distribution
(1)
graph neural network
(1)
magnetic laplacian
(1)
bias
(1)
accuracy gap
(1)
Papers
Evaluating Model Bias Requires Characterizing its Mistakes
ICML 2024
Transformers Meet Directed Graphs
ICML 2023
A Fine-Grained Analysis on Distribution Shift
ICLR 2022
Learning Optimal Conformal Classifiers
ICLR 2022
Learning the beta-Divergence in Tweedie Compound Poisson Matrix Factorization Models
ICML 2013