Çağatay Yıldız
6 papers · 2022–2025 · 5 conferences · across top CS/AI conferences
Achievements
Jump to papers ↓+2 more ↓ Show less ↑
🌉 Interdisciplinary Bridge 🌍 Conference Polyglot (5) 🌈 Renaissance Researcher (6) 🐝 Cross-Pollinator (15) 🗺️ Taxonomy Completionist (16)
🧭
Keyword Pioneer
❓
The Questioner
Conferences
NIPS (2)
ACL (1)
EMNLP (1)
ICLR (1)
UAI (1)
Top co-authors
Keywords
ordinary differential equation
(3)
dynamical system
(2)
gaussian process
(2)
self-attention mechanism
(1)
variational inference
(1)
domain adaptation
(1)
bayesian inference
(1)
kernel principal component analysis
(1)
uncertainty quantification
(1)
time series
(1)
message passing
(1)
gram matrix
(1)
perplexity analysis
(1)
reconstruction loss
(1)
sparse variational inference
(1)
interaction modeling
(1)
large language model
(1)
neural network
(1)
eigenvalue statistics
(1)
training degradation
(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
NIPS 2023
Learning interacting dynamical systems with latent Gaussian process ODEs
NIPS 2022
Variational multiple shooting for Bayesian ODEs with Gaussian processes
UAI 2022