Steffen Grünewälder
Steffen Grünewälder
Lancaster University
Verifierad e-postadress på cs.ucl.ac.uk - Startsida
TitelCiteras avÅr
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
792012
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
70*2012
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
642010
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
592012
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
502009
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
232014
Construction of approximation spaces for reinforcement learning
W Böhmer, S Grünewälder, Y Shen, M Musial, K Obermayer
The Journal of Machine Learning Research 14 (1), 2067-2118, 2013
192013
Generating feature spaces for linear algorithms with regularized sparse kernel slow feature analysis
W Böhmer, S Grünewälder, H Nickisch, K Obermayer
Machine Learning 89 (1-2), 67-86, 2012
172012
Smooth operators
S Grunewalder, G Arthur, J Shawe-Taylor
International Conference on Machine Learning, 1184-1192, 2013
142013
Bandits with delayed, aggregated anonymous feedback
C Pike-Burke, S Agrawal, C Szepesvari, S Grunewalder
arXiv preprint arXiv:1709.06853, 2017
13*2017
Regularized sparse kernel slow feature analysis
W Böhmer, S Grünewälder, H Nickisch, K Obermayer
Joint European Conference on Machine Learning and Knowledge Discovery in …, 2011
132011
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, 1233-1240, 2009
102009
The optimal unbiased value estimator and its relation to LSTD, TD and MC
S Grünewälder, K Obermayer
Machine Learning 83 (3), 289-330, 2011
6*2011
Optimistic planning for the stochastic knapsack problem
C Pike-Burke, S Grunewalder
Artificial Intelligence and Statistics, 1114-1122, 2017
52017
Ivanov-Regularised Least-Squares Estimators over Large RKHSs and Their Interpolation Spaces
S Page, S Grünewälder
arXiv preprint arXiv:1706.03678, 2017
22017
Recovering Bandits
C Pike-Burke, S Grunewalder
Advances in Neural Information Processing Systems, 14122-14131, 2019
12019
Approximations of the restless bandit problem
S Grünewälder, A Khaleghi
The Journal of Machine Learning Research 20 (1), 514-550, 2019
12019
The Goldenshluger-Lepski Method for Constrained Least-Squares Estimators over RKHSs
S Page, S Grünewälder
arXiv preprint arXiv:1811.01061, 2018
12018
Plug-in Estimators for Conditional Expectations and Probabilities
S Grunewalder
International Conference on Artificial Intelligence and Statistics, 1513-1521, 2018
12018
Compact Convex Projections
S Grunewalder
Journal of Machine Learning Research 18 (219), 1-43, 2018
12018
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Artiklar 1–20