Andreas Ruttor
6 papers · 2010–2014 · 2 conferences · across top CS/AI conferences
Achievements
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🌉 Interdisciplinary Bridge 🌍 Conference Polyglot (2) 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 🐝 Cross-Pollinator (13)
🌈
Renaissance Researcher
(5)
🧭
Keyword Pioneer
🏆
Keyword Champion
(2)
🔥
Unstoppable
(5)
📈
Trend Setter
🚀
Conference Pioneer
Conferences
NIPS (4)
AISTATS (2)
Research topics
Keywords
approximate inference
(3)
gaussian process
(3)
stochastic process
(3)
bayesian inference
(3)
variational inference
(2)
poisson process
(2)
stochastic differential equation
(2)
chinese restaurant process
(2)
markov chain monte carlo
(2)
gaussian processes
(1)
sparse regression
(1)
map estimation
(1)
gaussian process regression
(1)
posterior inference
(1)
nonparametric bayesian
(1)
mcmc sampling
(1)
mean field approximation
(1)
change-point detection
(1)
parameter inference
(1)
em algorithm
(1)
Papers
Poisson Process Jumping between an Unknown Number of Rates: Application to Neural Spike Data
NIPS 2014
Approximate Gaussian process inference for the drift function in stochastic differential equations
NIPS 2013
Bayesian Inference for Change Points in Dynamical Systems with Reusable States - a Chinese Restaurant Process Approach
AISTATS 2012
Inference in continuous-time change-point models
NIPS 2011
Approximate inference in continuous time Gaussian-Jump processes
NIPS 2010
Approximate parameter inference in a stochastic reaction-diffusion model
AISTATS 2010