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Steffen Grünewälder
Steffen Grünewälder
Verified email at newcastle.ac.uk - Homepage
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Cited by
Year
Conditional mean embeddings as regressors
S Grunewalder, G Lever, L Baldassarre, S Patterson, A Gretton, M Pontil
Proceedings of the 29th International Conference on Machine Learning (ICML …, 2012
165*2012
Modelling transition dynamics in MDPs with RKHS embeddings
S Grünewälder, G Lever, L Baldassarre, A Gretton, M Pontil
Proceedings of the 29th International Conference on Machine Learning (ICML …, 2012
1362012
Bandits with delayed, aggregated anonymous feedback
C Pike-Burke, S Agrawal, C Szepesvari, S Grunewalder
International Conference on Machine Learning, 4105-4113, 2018
1182018
Regret bounds for Gaussian process bandit problems
S Grünewälder, JY Audibert, M Opper, J Shawe–Taylor
Proceedings of the thirteenth international conference on artificial …, 2010
1102010
Movement activity based classification of animal behaviour with an application to data from cheetah (Acinonyx jubatus)
S Grünewälder, F Broekhuis, DW Macdonald, AM Wilson, JW McNutt, ...
PloS one 7 (11), e49120, 2012
942012
Analyzing short-term noise dependencies of spike-counts in macaque prefrontal cortex using copulas and the flashlight transformation
A Onken, S Grünewälder, MHJ Munk, K Obermayer
PLoS computational biology 5 (11), e1000577, 2009
682009
Optimal hunting conditions drive circalunar behavior of a diurnal carnivore
F Broekhuis, S Grünewälder, JW McNutt, DW Macdonald
Behavioral Ecology 25 (5), 1268-1275, 2014
612014
Recovering bandits
C Pike-Burke, S Grunewalder
Advances in Neural Information Processing Systems 32, 2019
442019
Construction of Approximation Spaces for Reinforcement Learning.
W Böhmer, S Grünewälder, Y Shen, M Musial, K Obermayer
Journal of Machine Learning Research 14 (7), 2013
292013
Generating feature spaces for linear algorithms with regularized sparse kernel slow feature analysis
W Böhmer, S Grünewälder, H Nickisch, K Obermayer
Machine Learning 89, 67-86, 2012
222012
Regularized sparse kernel slow feature analysis
W Böhmer, S Grünewälder, H Nickisch, K Obermayer
Machine Learning and Knowledge Discovery in Databases: European Conference …, 2011
222011
Smooth operators
S Grunewalder, G Arthur, J Shawe-Taylor
International Conference on Machine Learning, 1184-1192, 2013
212013
Modeling short-term noise dependence of spike counts in macaque prefrontal cortex
A Onken, S Grünewälder, M Munk, K Obermayer
Advances in neural information processing systems 21, 2008
132008
Ivanov-regularised least-squares estimators over large RKHSs and their interpolation spaces
S Page, S Grünewälder
Journal of Machine Learning Research 20 (120), 1-49, 2019
112019
Approximations of the restless bandit problem
S Grünewälder, A Khaleghi
Journal of Machine Learning Research 20 (14), 1-37, 2019
102019
The optimal unbiased value estimator and its relation to LSTD, TD and MC
S Grünewälder, K Obermayer
Machine learning 83, 289-330, 2011
82011
Plug-in estimators for conditional expectations and probabilities
S Grunewalder
International Conference on Artificial Intelligence and Statistics, 1513-1521, 2018
72018
Optimistic planning for the stochastic knapsack problem
C Pike-Burke, S Grunewalder
Artificial Intelligence and Statistics, 1114-1122, 2017
62017
The Goldenshluger–Lepski method for constrained least-squares estimators over RKHSs
S Page, S Grünewälder
Bernoulli 27 (4), 2241-2266, 2021
52021
Oblivious data for fairness with kernels
S Grünewälder, A Khaleghi
Journal of Machine Learning Research 22 (208), 1-36, 2021
42021
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Articles 1–20