Items where Author is "Grunewalder, Steffen"

Journal Article

Page, Stephen and Grunewalder, Steffen (2021) The Goldenshluger-Lepski Method for Constrained Least-Squares Estimators over RKHSs. Bernoulli, 27 (4). 2241 - 2266. ISSN 1350-7265

Grunewalder, Steffen and Khaleghi, Azadeh (2021) Oblivious Data for Fairness with Kernels. Journal of Machine Learning Research, 22. ISSN 1532-4435

Page, Stephen and Grunewalder, Steffen (2019) Ivanov-Regularised Least-Squares Estimators over Large RKHSs and Their Interpolation Spaces. Journal of Machine Learning Research, 20. pp. 1-49. ISSN 1532-4435

Grunewalder, Steffen and Khaleghi, Azadeh (2019) Approximations of the Restless Bandit Problem. Journal of Machine Learning Research, 20 (14). pp. 1-37. ISSN 1532-4435

Grunewalder, Steffen (2018) Compact Convex Projections. Journal of Machine Learning Research, 18 (219). pp. 1-43. ISSN 1532-4435

Grunewalder, Steffen and Khaleghi, Azadeh (2017) Approximations of the Restless Bandit Problem. arXiv.

Page, Stephen and Grunewalder, Steffen (2017) Ivanov-Regularised Least-Squares Estimators over Large RKHSs and Their Interpolation Spaces. arXiv.

Böhmer, Wendelin and Grunewalder, Steffen and Shen, Yun and Musial, Marek and Obermayer, Klaus (2013) Construction of approximation spaces for reinforcement learning. Journal of Machine Learning Research, 14. pp. 2067-2118. ISSN 1532-4435

Grunewalder, Steffen and Broekhuis, Femke and MacDonald, David Whyte and Wilson, Alan Martin and McNutt, John Wilson and Shawe-Taylor, John and Hailes, Stephen (2012) Movement activity based classification of animal behaviour with an application to data from cheetah (Acinonyx jubatus). PLoS ONE, 7 (11): 49120. ISSN 1932-6203

Böhmer, Wendelin and Grunewalder, Steffen and Nickisch, Hannes and Obermayer, Klaus (2012) Generating feature spaces for linear algorithms with regularized sparse kernel slow feature analysis. Machine Learning, 89 (1). pp. 67-86. ISSN 1573-0565

Onken, Arno and Grunewalder, Steffen and Munk, M. H. J. and Obermayer, K. (2009) Analyzing short-term noise dependencies of spike-counts in macaque prefrontal cortex using copulas and the flashlight transformation. PLoS Computational Biology, 5 (11): e1000577. ISSN 1553-734X

Contribution in Book/Report/Proceedings

Pike-Burke, Ciara and Agrawal, Shipra and Szepesvari, Csaba and Grunewalder, Steffen (2018) Bandits with Delayed, Aggregated Anonymous Feedback. In: Proceedings of the International Conference on Machine Learning, 10-15 July 2018, Stockholmsmässan, Stockholm Sweden :. Proceedings of Machine Learning Research . PMLR, pp. 4105-4123.

Grunewalder, Steffen (2018) Plug-in Estimators for Conditional Expectations and Probabilities. In: Proceedings of the 21st International Conference on Artificial Intelligence and Statistics :. Proceedings of Machine Learning Research . PMLR, ESP, pp. 1513-1521.

Pike-Burke, Ciara and Grunewalder, Steffen (2017) Optimistic planning for the stochastic knapsack problem. In: Proceedings of the 20th International Conference on Artificial Intelligence and Statistics :. Proceedings of Machine Learning Research . UNSPECIFIED, pp. 1114-1122.

Grunewalder, Steffen and Hochreiter, Sepp and Obermayer, Klaus (2007) Optimality of LSTD and its relation to MC. In: International Joint Conference on Neural Networks, 2007. IJCNN 2007 :. IEEE. ISBN 9781424413799

Thesis

Page, Stephen and Grunewalder, Steffen and Pavlidis, Nicos and Leslie, David (2019) Reproducing-Kernel Hilbert space regression with notes on the Wasserstein Distance. PhD thesis, Lancaster University.

Pike-Burke, Ciara and Grunewalder, Steffen (2019) Sequential decision problems in online education. PhD thesis, Lancaster University.