Cagatay Yildiz
5 papers · 2018–2023 · 3 conferences · across top CS/AI conferences
Achievements
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🌍 Conference Polyglot (3) 🏃 Academic Marathon (5) 🐣 Hot Topic Early Bird 🐝 Cross-Pollinator (14) 🌈 Renaissance Researcher (5)
🌉
Interdisciplinary Bridge
🧭
Keyword Pioneer
Conferences
ICML (3)
ICLR (1)
NIPS (1)
Top co-authors
Keywords
ordinary differential equation
(2)
bayesian neural network
(2)
gaussian process
(1)
model-based reinforcement learning
(1)
nonparametric modeling
(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)
sample-efficient learning
(1)
motion prediction
(1)
continuous-time control
(1)
asynchronous parallel
(1)
stochastic gradient markov chain monte carlo
(1)
stochastic quasi-newton method
(1)
non-convex optimization
(1)
ergodic convergence
(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
NIPS 2019
Learning unknown ODE models with Gaussian processes
ICML 2018
Asynchronous Stochastic Quasi-Newton MCMC for Non-Convex Optimization
ICML 2018