Andreas Ruttor
6 papers · 2010–2014 · 2 venues · across top CS/AI venues
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Achievements
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🐣 Hot Topic Early Bird 🌉 Interdisciplinary Bridge · Silver 🌍 Conference Polyglot · Bronze 🗺️ Taxonomy Completionist (22) 🧭 Keyword Pioneer
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Unstoppable · Bronze
Venues
Research topics
Machine Learning
(6)
Optimization & Theory
(6)
Artificial Intelligence
(5)
Bayesian & Probabilistic · Artificial Intelligence
(5)
Mathematics & Optimization
(4)
Bayesian & Probabilistic · Machine Learning
(4)
Probability
(3)
Healthcare & Medicine
(2)
Mathematics
(2)
Research
(2)
Data Science & Analytics
(1)
Methods
(1)
Optimization
(1)
Keywords
approximate inference
(3)
stochastic process
(3)
gaussian process
(3)
bayesian inference
(3)
change point detection
(2)
latent dynamics
(2)
markov chain monte carlo
(2)
poisson process
(2)
stochastic differential equation
(2)
variational inference
(2)
chinese restaurant process
(2)
posterior inference
(1)
gaussian processes
(1)
parameter inference
(1)
gaussian process regression
(1)
sparse regression
(1)
nonparametric bayesian
(1)
systems biology
(1)
map estimation
(1)
mean-field approximation
(1)
Papers
Poisson Process Jumping between an Unknown Number of Rates: Application to Neural Spike Data
NeurIPS 2014
Approximate Gaussian process inference for the drift function in stochastic differential equations
NeurIPS 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
NeurIPS 2011
Approximate inference in continuous time Gaussian-Jump processes
NeurIPS 2010
Approximate parameter inference in a stochastic reaction-diffusion model
AISTATS 2010