Jan Drugowitsch

ORCID

Publication Activity (10 Years)

Years Active: 2005-2022
Publications (10 Years): 5

Top Venues

CoRR

NeurReps

IEEE Trans. Signal Process.

NIPS

University of Bath, Somerset, UK (PHD)

Education History

University of Bath, Somerset, UK

PHD

Publications

Anna Kutschireiter, Luke I. Rast, Jan Drugowitsch
Projection Filtering With Observed State Increments With Applications in Continuous-Time Circular Filtering. IEEE Trans. Signal Process. 70 (2022)
John J. Vastola, Zach Cohen, Jan Drugowitsch
Is the information geometry of probabilistic population codes learnable? NeurReps (2022)
Anna Kutschireiter, Luke I. Rast, Jan Drugowitsch
Angular Path Integration by Projection Filtering with Increment Observations. CoRR (2021)
Luke I. Rast, Jan Drugowitsch
Adaptation Properties Allow Identification of Optimized Neural Codes. NeurIPS (2020)
Jan Drugowitsch
VBLinLogit: Variational Bayesian linear and logistic regression. J. Open Source Softw. 4 (38) (2019)
Jan Kneissler, Jan Drugowitsch, Karl J. Friston, Martin V. Butz
Simultaneous Learning and Filtering without Delusions: A Bayes-Optimal Derivation of Combining Predictive Inference and Adaptive Filtering. Frontiers Comput. Neurosci. 9 (2015)
Jan Drugowitsch, Rubén Moreno-Bote, Alexandre Pouget
Optimal decision-making with time-varying evidence reliability. NIPS (2014)
Jan Kneissler, Patrick O. Stalph, Jan Drugowitsch, Martin V. Butz
Filtering Sensory Information with XCSF: Improving Learning Robustness and Robot Arm Control Performance. Evol. Comput. 22 (1) (2014)
Jan Kneissler, Patrick O. Stalph, Jan Drugowitsch, Martin V. Butz
Filtering sensory information with XCSF: improving learning robustness and control performance. GECCO (2012)
Jan Drugowitsch, Alwyn Barry
A formal framework and extensions for function approximation in learning classifier systems. Mach. Learn. 70 (1) (2008)
Jan Drugowitsch, Alwyn Barry
A Principled Foundation for LCS. IWLCS (2007)
Jan Drugowitsch, Alwyn Barry
Mixing independent classifiers. GECCO (2007)
Daniele Loiacono, Jan Drugowitsch, Alwyn Barry, Pier Luca Lanzi
Analysis and Improvements of the Classifier Error Estimate in XCSF. IWLCS (2007)
Jan Drugowitsch, Alwyn Barry
A principled foundation for LCS. GECCO (Companion) (2007)
Jan Drugowitsch, Alwyn Barry
XCS with eligibility traces. GECCO (2005)

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Publication Activity (10 Years)

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Jan Drugowitsch