Stefanos Eleftheriadis
6 papers · 2015–2020 · 3 conferences · across top CS/AI conferences
Achievements
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🧭 Keyword Pioneer 🌍 Conference Polyglot (3) 🏃 Academic Marathon (5) 🐣 Hot Topic Early Bird 🐝 Cross-Pollinator (13)
🌉
Interdisciplinary Bridge
Conferences
AISTATS (3)
ICCV (2)
NIPS (1)
Top co-authors
Keywords
gaussian process
(5)
variational inference
(4)
automatic differentiation
(2)
natural gradient
(1)
system identification
(1)
sparse approximation
(1)
precision matrix
(1)
monte carlo sampling
(1)
gaussian markov random field
(1)
latent variable model
(1)
state space model
(1)
state-space model
(1)
recurrent neural network
(1)
latent state
(1)
inducing point
(1)
reparameterization trick
(1)
banded matrix
(1)
linear state-space model
(1)
facial action unit
(1)
gaussian process state space model
(1)
Papers
Doubly Sparse Variational Gaussian Processes
AISTATS 2020
Banded Matrix Operators for Gaussian Markov Models in the Automatic Differentiation Era
AISTATS 2019
Natural Gradients in Practice: Non-Conjugate Variational Inference in Gaussian Process Models
AISTATS 2018
Identification of Gaussian Process State Space Models
NIPS 2017
DeepCoder: Semi-Parametric Variational Autoencoders for Automatic Facial Action Coding
ICCV 2017
Multi-Conditional Latent Variable Model for Joint Facial Action Unit Detection
ICCV 2015