Cagatay Yildiz
5 papers · 2018–2023 · 3 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🏃
Academic Marathon · Sprint
🌉
Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(11)
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Hot Topic Early Bird
Venues
Top co-authors
Research topics
Keywords
ordinary differential equation
(2)
bayesian neural network
(2)
markov chain monte carlo
(1)
gaussian process
(1)
model-based reinforcement learning
(1)
nonparametric modeling
(1)
amortized inference
(1)
vector field
(1)
dynamical system
(1)
quasi-newton method
(1)
neural ordinary differential equation
(1)
variational autoencoder
(1)
actor-critic method
(1)
latent dynamics
(1)
neural ode
(1)
sample-efficient learning
(1)
motion prediction
(1)
continuous-time control
(1)
asynchronous parallel
(1)
stochastic gradient markov chain monte carlo
(1)
Papers
Latent Neural ODEs with Sparse Bayesian Multiple Shooting
ICLR 2023
Continuous-time Model-based Reinforcement Learning
ICML 2021
ODE2VAE: Deep generative second order ODEs with Bayesian neural networks
NeurIPS 2019
Asynchronous Stochastic Quasi-Newton MCMC for Non-Convex Optimization
ICML 2018
Learning unknown ODE models with Gaussian processes
ICML 2018