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Tobias Glasmachers, Prof. Dr. - Publications

Affiliations: 
Institute for Neuroinformatics Ruhr University Bochum, Bochum, Nordrhein-Westfalen, Germany 
 Istituto Dalle Molle di Studi sull'Intelligenza Artificiale 
Area:
optimization, machine learning, artificial intelligence
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10 high-probability publications. We are testing a new system for linking publications to authors. You can help! If you notice any inaccuracies, please sign in and mark papers as correct or incorrect matches. If you identify any major omissions or other inaccuracies in the publication list, please let us know.

Year Citation  Score
2019 Glasmachers T. Global Convergence of the (1+1) Evolution Strategy to a Critical Point. Evolutionary Computation. 1-28. PMID 30702932 DOI: 10.1162/Evco_A_00248  0.388
2019 Reimann D, Nidadavolu K, Hassan Hu, Vajragupta N, Glasmachers T, Junker P, Hartmaier A. Modeling Macroscopic Material Behavior With Machine Learning Algorithms Trained by Micromechanical Simulations Frontiers in Materials. 6: 181. DOI: 10.3389/Fmats.2019.00181  0.33
2019 Loshchilov I, Glasmachers T, Beyer H. Large Scale Black-Box Optimization by Limited-Memory Matrix Adaptation Ieee Transactions On Evolutionary Computation. 23: 353-358. DOI: 10.1109/Tevc.2018.2855049  0.349
2018 Horn D, Demircioğlu A, Bischl B, Glasmachers T, Weihs C. A comparative study on large scale kernelized support vector machines Advanced Data Analysis and Classification. 12: 867-883. DOI: 10.1007/S11634-016-0265-7  0.487
2012 Glasmachers T, Koutník J, Schmidhuber J. Kernel representations for evolving continuous functions Evolutionary Intelligence. 5: 171-187. DOI: 10.1007/S12065-012-0070-Y  0.586
2010 Glasmachers T, Igel C. Maximum Likelihood Model Selection for 1-Norm Soft Margin SVMs with Multiple Parameters Ieee Transactions On Pattern Analysis and Machine Intelligence. 32: 1522-1528. PMID 20421674 DOI: 10.1109/Tpami.2010.95  0.633
2008 Glasmachers T, Igel C. Second-order smo improves svm online and active learning Neural Computation. 20: 374-382. PMID 18045012 DOI: 10.1162/Neco.2007.10-06-354  0.592
2007 Mersch B, Glasmachers T, Meinicke P, Igel C. Evolutionary optimization of sequence kernels for detection of bacterial gene starts. International Journal of Neural Systems. 17: 369-381. PMID 18098369 DOI: 10.1142/S0129065707001214  0.625
2007 Igel C, Glasmachers T, Mersch B, Pfeifer N, Meinicke P. Gradient-Based Optimization of Kernel-Target Alignment for Sequence Kernels Applied to Bacterial Gene Start Detection Ieee/Acm Transactions On Computational Biology and Bioinformatics. 4: 216-226. PMID 17473315 DOI: 10.1109/Tcbb.2007.070208  0.643
2005 Glasmachers T, Igel C. Gradient-Based Adaptation of General Gaussian Kernels Neural Computation. 17: 2099-2105. PMID 16105219 DOI: 10.1162/0899766054615635  0.633
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