Grunewalder, Steffen

17 publications

JMLR 2021 Oblivious Data for Fairness with Kernels Steffen Grünewälder, Azadeh Khaleghi

JMLR 2019 Approximations of the Restless Bandit Problem Steffen Grünewälder, Azadeh Khaleghi

JMLR 2019 Ivanov-Regularised Least-Squares Estimators over Large RKHSs and Their Interpolation Spaces Stephen Page, Steffen Grünewälder

NeurIPS 2019 Recovering Bandits Ciara Pike-Burke, Steffen Grunewalder

ICML 2018 Bandits with Delayed, Aggregated Anonymous Feedback Ciara Pike-Burke, Shipra Agrawal, Csaba Szepesvari, Steffen Grunewalder

AISTATS 2018 Plug-in Estimators for Conditional Expectations and Probabilities Steffen Grünewälder

AISTATS 2017 Optimistic Planning for the Stochastic Knapsack Problem Ciara Pike-Burke, Steffen Grünewälder

JMLR 2013 Construction of Approximation Spaces for Reinforcement Learning Wendelin Böhmer, Steffen Grünewälder, Yun Shen, Marek Musial, Klaus Obermayer

ICML 2013 Smooth Operators Steffen Grunewalder, Gretton Arthur, John Shawe-Taylor

ICML 2012 Conditional Mean Embeddings as Regressors Steffen Grünewälder, Guy Lever, Arthur Gretton, Luca Baldassarre, Sam Patterson, Massimiliano Pontil

MLJ 2012 Generating Feature Spaces for Linear Algorithms with Regularized Sparse Kernel Slow Feature Analysis Wendelin Böhmer, Steffen Grünewälder, Hannes Nickisch, Klaus Obermayer

ICML 2012 Modelling Transition Dynamics in MDPs with RKHS Embeddings Steffen Grünewälder, Guy Lever, Luca Baldassarre, Massimiliano Pontil, Arthur Gretton

ECML-PKDD 2011 Regularized Sparse Kernel Slow Feature Analysis Wendelin Böhmer, Steffen Grünewälder, Hannes Nickisch, Klaus Obermayer

MLJ 2011 The Optimal Unbiased Value Estimator and Its Relation to LSTD, TD and MC Steffen Grünewälder, Klaus Obermayer

AISTATS 2010 Regret Bounds for Gaussian Process Bandit Problems Steffen Grünewälder, Jean–Yves Audibert, Manfred Opper, John Shawe–Taylor

NeurIPS 2009 Correlation Coefficients Are Insufficient for Analyzing Spike Count Dependencies Arno Onken, Steffen Grünewälder, Klaus Obermayer

NeurIPS 2008 Modeling Short-Term Noise Dependence of Spike Counts in Macaque Prefrontal Cortex Arno Onken, Steffen Grünewälder, Matthias Munk, Klaus Obermayer