 | 2012 |
| 11 |  | Steffen Grünewälder,
Guy Lever,
Luca Baldassarre,
Sam Patterson,
Arthur Gretton,
Massimiliano Pontil:
Conditional mean embeddings as regressors - supplementary
CoRR abs/1205.4656: (2012) |
| 2011 |
| 10 |  | Wendelin Böhmer,
Steffen Grünewälder,
Hannes Nickisch,
Klaus Obermayer:
Regularized Sparse Kernel Slow Feature Analysis.
ECML/PKDD (1) 2011: 235-248 |
| 9 |  | Yun Shen,
Steffen Grünewälder,
Klaus Obermayer:
A Unified Framework for Risk-sensitive Markov Decision Processes with Finite State and Action Spaces
CoRR abs/1110.6317: (2011) |
| 8 |  | Steffen Grünewälder,
Luca Baldassarre,
Massimiliano Pontil,
Arthur Gretton,
Guy Lever:
Modeling transition dynamics in MDPs with RKHS embeddings of conditional distributions
CoRR abs/1112.4722: (2011) |
| 7 |  | Steffen Grünewälder,
Klaus Obermayer:
The optimal unbiased value estimator and its relation to LSTD, TD and MC.
Machine Learning 83(3): 289-330 (2011) |
| 2010 |
| 6 |  | Steffen Grünewälder,
Jean-Yves Audibert,
Manfred Opper,
John Shawe-Taylor:
Regret Bounds for Gaussian Process Bandit Problems.
Journal of Machine Learning Research - Proceedings Track 9: 273-280 (2010) |
| 2009 |
| 5 |  | Arno Onken,
Steffen Grünewälder,
Klaus Obermayer:
Correlation Coefficients are Insufficient for Analyzing Spike Count Dependencies.
NIPS 2009: 1383-1391 |
| 4 |  | Arno Onken,
Steffen Grünewälder,
Matthias H. J. Munk,
Klaus Obermayer:
Analyzing Short-Term Noise Dependencies of Spike-Counts in Macaque Prefrontal Cortex Using Copulas and the Flashlight Transformation.
PLoS Computational Biology 5(11): (2009) |
| 3 |  | Steffen Grünewälder:
Application of statistical estimation theory, adaptive sensory systems and time series processing to reinforcement learning.
Berlin Institute of Technology 2009 |
| 2008 |
| 2 |  | Arno Onken,
Steffen Grünewälder,
Matthias H. J. Munk,
Klaus Obermayer:
Modeling Short-term Noise Dependence of Spike Counts in Macaque Prefrontal Cortex.
NIPS 2008: 1233-1240 |
| 2007 |
| 1 |  | Steffen Grünewälder,
Sepp Hochreiter,
Klaus Obermayer:
Optimality of LSTD and its Relation to MC.
IJCNN 2007: 338-343 |