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2020 – today
- 2022
[i8]Steffen Grünewälder:
Compressed Empirical Measures (in finite dimensions). CoRR abs/2204.08847 (2022)- 2021
- [j8]Steffen Grünewälder, Azadeh Khaleghi:
Oblivious Data for Fairness with Kernels. J. Mach. Learn. Res. 22: 208:1-208:36 (2021) - 2020
- [i7]Steffen Grünewälder, Azadeh Khaleghi:
Oblivious Data for Fairness with Kernels. CoRR abs/2002.02901 (2020)
2010 – 2019
- 2019
- [j7]Steffen Grünewälder, Azadeh Khaleghi:
Approximations of the Restless Bandit Problem. J. Mach. Learn. Res. 20: 14:1-14:37 (2019) - [j6]Stephen Page, Steffen Grünewälder:
Ivanov-Regularised Least-Squares Estimators over Large RKHSs and Their Interpolation Spaces. J. Mach. Learn. Res. 20: 120:1-120:49 (2019) - [c12]Ciara Pike-Burke, Steffen Grünewälder:
Recovering Bandits. NeurIPS 2019: 14122-14131 - [i6]Ciara Pike-Burke, Steffen Grünewälder:
Recovering Bandits. CoRR abs/1910.14354 (2019) - 2018
- [c11]Steffen Grünewälder:
Plug-in Estimators for Conditional Expectations and Probabilities. AISTATS 2018: 1513-1521 - [c10]Ciara Pike-Burke, Shipra Agrawal, Csaba Szepesvári, Steffen Grünewälder:
Bandits with Delayed, Aggregated Anonymous Feedback. ICML 2018: 4102-4110 - 2017
- [j5]Steffen Grünewälder:
Compact Convex Projections. J. Mach. Learn. Res. 18: 219:1-219:43 (2017) - [c9]Ciara Pike-Burke, Steffen Grünewälder:
Optimistic Planning for the Stochastic Knapsack Problem. AISTATS 2017: 1114-1122 - [i5]Steffen Grünewälder, Azadeh Khaleghi:
Approximations of the Restless Bandit Problem. CoRR abs/1702.06972 (2017) - [i4]Ciara Pike-Burke, Shipra Agrawal, Csaba Szepesvári, Steffen Grünewälder:
Bandits with Delayed Anonymous Feedback. CoRR abs/1709.06853 (2017) - 2013
- [j4]Wendelin Böhmer, Steffen Grünewälder, Yun Shen, Marek Musial, Klaus Obermayer:
Construction of approximation spaces for reinforcement learning. J. Mach. Learn. Res. 14(1): 2067-2118 (2013) - [c8]Steffen Grünewälder, Arthur Gretton, John Shawe-Taylor:
Smooth Operators. ICML (3) 2013: 1184-1192 - 2012
- [j3]Wendelin Böhmer
, Steffen Grünewälder, Hannes Nickisch, Klaus Obermayer:
Generating feature spaces for linear algorithms with regularized sparse kernel slow feature analysis. Mach. Learn. 89(1-2): 67-86 (2012) - [c7]Steffen Grünewälder, Guy Lever, Luca Baldassarre, Massimiliano Pontil, Arthur Gretton:
Modelling transition dynamics in MDPs with RKHS embeddings. ICML 2012 - [c6]Steffen Grünewälder, Guy Lever, Arthur Gretton, Luca Baldassarre, Sam Patterson, Massimiliano Pontil:
Conditional mean embeddings as regressors. ICML 2012 - [i3]Steffen Grünewälder, Guy Lever, Luca Baldassarre, Sam Patterson, Arthur Gretton, Massimiliano Pontil:
Conditional mean embeddings as regressors - supplementary. CoRR abs/1205.4656 (2012) - [i2]Steffen Grünewälder, Guy Lever, Luca Baldassarre, Massimiliano Pontil, Arthur Gretton:
Modelling transition dynamics in MDPs with RKHS embeddings. CoRR abs/1206.4655 (2012) - 2011
- [j2]Steffen Grünewälder, Klaus Obermayer:
The optimal unbiased value estimator and its relation to LSTD, TD and MC. Mach. Learn. 83(3): 289-330 (2011) - [c5]Wendelin Böhmer, Steffen Grünewälder, Hannes Nickisch, Klaus Obermayer:
Regularized Sparse Kernel Slow Feature Analysis. ECML/PKDD (1) 2011: 235-248 - [i1]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) - 2010
- [c4]Steffen Grünewälder, Jean-Yves Audibert, Manfred Opper, John Shawe-Taylor:
Regret Bounds for Gaussian Process Bandit Problems. AISTATS 2010: 273-280
2000 – 2009
- 2009
- [b1]Steffen Grünewälder:
Application of statistical estimation theory, adaptive sensory systems and time series processing to reinforcement learning. Berlin Institute of Technology, 2009 - [j1]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 Comput. Biol. 5(11) (2009) - [c3]Arno Onken, Steffen Grünewälder, Klaus Obermayer:
Correlation Coefficients are Insufficient for Analyzing Spike Count Dependencies. NIPS 2009: 1383-1391 - 2008
- [c2]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
- [c1]Steffen Grünewälder, Sepp Hochreiter, Klaus Obermayer:
Optimality of LSTD and its Relation to MC. IJCNN 2007: 338-343
Coauthor Index
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