Oğuz Kaan Yüksel
5 papers · 2021–2025 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Taxonomy Completionist
(13)
Venues
Top co-authors
Research topics
Keywords
sample complexity
(2)
contrastive learning
(1)
data augmentation
(1)
empirical risk minimization
(1)
system identification
(1)
gradient descent
(1)
generalization error
(1)
markov chain
(1)
low-rank representation
(1)
generative model
(1)
autoregressive model
(1)
normalizing flow
(1)
adversarial perturbation
(1)
latent space
(1)
generative adversarial network
(1)
next-token prediction
(1)
linear system
(1)
cross-entropy loss
(1)
overparameterized model
(1)
semantic editing
(1)
Papers
Long-Context Linear System Identification
ICLR 2025
On the Sample Complexity of Next-Token Prediction
AISTATS 2025
First-order ANIL provably learns representations despite overparametrisation
ICLR 2024
LatentCLR: A Contrastive Learning Approach for Unsupervised Discovery of Interpretable Directions
ICCV 2021
Semantic Perturbations With Normalizing Flows for Improved Generalization
ICCV 2021