Steffen Grünewälder

31 papers A* 4A 3B 1Journal 18Unranked 4
YearRankTypeTitle / Venue / Authors
2026 J jnl
Estimating the Mixing Coefficients of Geometrically Ergodic Markov Processes.
IEEE Trans. Inf. Theory
Steffen Grünewälder, Azadeh Khaleghi
2025 J jnl
Support Collapse of Deep Gaussian Processes with Polynomial Kernels for a Wide Regime of Hyperparameters.
CoRR
Daryna Chernobrovkina, Steffen Grünewälder
2022 J jnl
Compressed Empirical Measures (in finite dimensions).
CoRR
Steffen Grünewälder
2021 J jnl
Oblivious Data for Fairness with Kernels.
J. Mach. Learn. Res.
Steffen Grünewälder, Azadeh Khaleghi
2020 J jnl
Oblivious Data for Fairness with Kernels.
CoRR
Steffen Grünewälder, Azadeh Khaleghi
2019 J jnl
Approximations of the Restless Bandit Problem.
J. Mach. Learn. Res.
Steffen Grünewälder, Azadeh Khaleghi
2019 J jnl
Ivanov-Regularised Least-Squares Estimators over Large RKHSs and Their Interpolation Spaces.
J. Mach. Learn. Res.
Stephen Page, Steffen Grünewälder
2019 A* conf
Recovering Bandits.
NeurIPS
Ciara Pike-Burke, Steffen Grünewälder
2019 J jnl
Recovering Bandits.
CoRR
Ciara Pike-Burke, Steffen Grünewälder
2018 A* conf
Bandits with Delayed, Aggregated Anonymous Feedback.
ICML
Ciara Pike-Burke, Shipra Agrawal, Csaba Szepesvári, Steffen Grünewälder
2018 A conf
Plug-in Estimators for Conditional Expectations and Probabilities.
AISTATS
Steffen Grünewälder
2017 J jnl
Approximations of the Restless Bandit Problem.
CoRR
Steffen Grünewälder, Azadeh Khaleghi
2017 J jnl
Bandits with Delayed Anonymous Feedback.
CoRR
Ciara Pike-Burke, Shipra Agrawal, Csaba Szepesvári, Steffen Grünewälder
2017 J jnl
Compact Convex Projections.
J. Mach. Learn. Res.
Steffen Grünewälder
2017 A conf
Optimistic Planning for the Stochastic Knapsack Problem.
AISTATS
Ciara Pike-Burke, Steffen Grünewälder
2013 J jnl
Construction of approximation spaces for reinforcement learning.
J. Mach. Learn. Res.
Wendelin Böhmer, Steffen Grünewälder, Yun Shen, Marek Musial, Klaus Obermayer
2013 — conf
Smooth Operators.
ICML (3)
Steffen Grünewälder, Arthur Gretton, John Shawe-Taylor
2012 J jnl
Conditional mean embeddings as regressors - supplementary
CoRR
Steffen Grünewälder, Guy Lever, Luca Baldassarre, Sam Patterson, Arthur Gretton, Massimiliano Pontil
2012 A* conf
Conditional mean embeddings as regressors.
ICML
Steffen Grünewälder, Guy Lever, Arthur Gretton, Luca Baldassarre, Sam Patterson, Massimiliano Pontil
2012 J jnl
Generating feature spaces for linear algorithms with regularized sparse kernel slow feature analysis.
Mach. Learn.
Wendelin Böhmer, Steffen Grünewälder, Hannes Nickisch, Klaus Obermayer
2012 J jnl
Modelling transition dynamics in MDPs with RKHS embeddings
CoRR
Steffen Grünewälder, Guy Lever, Luca Baldassarre, Massimiliano Pontil, Arthur Gretton
2012 A* conf
Modelling transition dynamics in MDPs with RKHS embeddings.
ICML
Steffen Grünewälder, Guy Lever, Luca Baldassarre, Massimiliano Pontil, Arthur Gretton
2011 J jnl
A Unified Framework for Risk-sensitive Markov Decision Processes with Finite State and Action Spaces
CoRR
Yun Shen, Steffen Grünewälder, Klaus Obermayer
2011 — conf
Regularized Sparse Kernel Slow Feature Analysis.
ECML/PKDD (1)
Wendelin Böhmer, Steffen Grünewälder, Hannes Nickisch, Klaus Obermayer
2011 J jnl
The optimal unbiased value estimator and its relation to LSTD, TD and MC.
Mach. Learn.
Steffen Grünewälder, Klaus Obermayer
2010 A conf
Regret Bounds for Gaussian Process Bandit Problems.
AISTATS
Steffen Grünewälder, Jean-Yves Audibert, Manfred Opper, John Shawe-Taylor
2009 J jnl
Analyzing Short-Term Noise Dependencies of Spike-Counts in Macaque Prefrontal Cortex Using Copulas and the Flashlight Transformation.
PLoS Comput. Biol.
Arno Onken, Steffen Grünewälder, Matthias H. J. Munk, Klaus Obermayer
2009 — —
Application of statistical estimation theory, adaptive sensory systems and time series processing to reinforcement learning.
Steffen Grünewälder
2009 — conf
Correlation Coefficients are Insufficient for Analyzing Spike Count Dependencies.
NIPS
Arno Onken, Steffen Grünewälder, Klaus Obermayer
2008 — conf
Modeling Short-term Noise Dependence of Spike Counts in Macaque Prefrontal Cortex.
NIPS
Arno Onken, Steffen Grünewälder, Matthias H. J. Munk, Klaus Obermayer
2007 B conf
Optimality of LSTD and its Relation to MC.
IJCNN
Steffen Grünewälder, Sepp Hochreiter, Klaus Obermayer