Çağatay Yıldız
6 papers · 2022–2025 · 5 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
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Conference Polyglot · Silver
🌉
Interdisciplinary Bridge · Silver
🗺️
Taxonomy Completionist
(18)
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The Questioner
Venues
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Research topics
Machine Learning
(6)
Deep Learning
(4)
Optimization & Theory
(4)
Artificial Intelligence
(3)
Core AI
(2)
Core Methods
(2)
Models
(2)
Data Science & Analytics
(1)
Mathematics & Optimization
(1)
Natural Language Processing
(1)
Application Areas
(1)
Architectures
(1)
Bayesian & Probabilistic · Artificial Intelligence
(1)
Bayesian & Probabilistic · Machine Learning
(1)
Learning Types
(1)
Keywords
ordinary differential equation
(3)
dynamical system
(3)
representation learning
(2)
gaussian process
(2)
domain adaptation
(1)
bayesian inference
(1)
kernel principal component analysis
(1)
uncertainty quantification
(1)
future prediction
(1)
time series
(1)
message passing
(1)
gram matrix
(1)
variational autoencoder
(1)
perplexity analysis
(1)
reconstruction loss
(1)
latent state
(1)
sparse variational inference
(1)
interaction modeling
(1)
large language model
(1)
neural network
(1)
Papers
A Reproduction Study: The Kernel PCA Interpretation of Self-Attention Fails Under Scrutiny
ACL 2025
Identifying latent state transitions in non-linear dynamical systems
ICLR 2025
Adaptation Odyssey in LLMs: Why Does Additional Pretraining Sometimes Fail to Improve?
EMNLP 2024
Modulated Neural ODEs
NeurIPS 2023
Learning interacting dynamical systems with latent Gaussian process ODEs
NeurIPS 2022
Variational multiple shooting for Bayesian ODEs with Gaussian processes
UAI 2022