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Fast greedy insertion and deletion in sparse Gaussian process regression

J. Schreiter, D. Nguyen-Tuong, H. Markert, M. Hanselmann, and M. Toussaint. Proceedings / 23rd European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning, ESANN 2015, page 101-106. Louvain-la-Neuve, Ciaco, (2015)

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Martin Markert University of Stuttgart

Heiner Dörner University of Stuttgart

Thorsten Markert University of Stuttgart

Dr. Heiner Lasi University of Stuttgart

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Neural Associative Memories and Hidden Markov Models for Speech Recognition.Z. Kayikci, H. Markert, and G. Palm. IJCNN, page 1572-1577. IEEE, (2007)Combining Visual Attention, Object Recognition and Associative Information Processing in a NeuroBotic System.R. Fay, U. Kaufmann, A. Knoblauch, H. Markert, and G. Palm. Biomimetic Neural Learning for Intelligent Robots, volume 3575 of Lecture Notes in Computer Science, page 118-143. Springer, (2005)An Associative Cortical Model of Language Understanding and Action Planning.A. Knoblauch, H. Markert, and G. Palm. IWINAC (2), volume 3562 of Lecture Notes in Computer Science, page 405-414. Springer, (2005)Learning control under uncertainty: A probabilistic Value-Iteration approach.B. Bischoff, D. Nguyen-Tuong, H. Markert, and A. Knoll. ESANN, (2013)Learning Throttle Valve Control Using Policy Search.B. Bischoff, D. Nguyen-Tuong, T. Koller, H. Markert, and A. Knoll. ECML/PKDD (1), volume 8188 of Lecture Notes in Computer Science, page 49-64. Springer, (2013)Neural associative memories for the integration of language, vision and action in an autonomous agent.H. Markert, U. Kaufmann, Z. Kayikci, and G. Palm. Neural Networks, 22 (2): 134-143 (2009)Sentence Understanding and Learning of New Words with Large-Scale Neural Networks.H. Markert, Z. Kayikci, and G. Palm. ANNPR, volume 5064 of Lecture Notes in Computer Science, page 217-227. Springer, (2008)Modelling of syntactical processing in the cortex.H. Markert, A. Knoblauch, and G. Palm. Biosystems, 89 (1-3): 300-315 (2007)Fast greedy insertion and deletion in sparse Gaussian process regressionJ. Schreiter, D. Nguyen-Tuong, H. Markert, M. Hanselmann, and M. Toussaint. Proceedings / 23rd European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning, ESANN 2015, page 101-106. Louvain-la-Neuve, Ciaco, (2015)Solving the 15-Puzzle Game Using Local Value-Iteration.B. Bischoff, D. Nguyen-Tuong, H. Markert, and A. Knoll. SCAI, volume 257 of Frontiers in Artificial Intelligence and Applications, page 45-54. IOS Press, (2013)