Machine Learning and Optimization. Sorted by publication year. Areas of research focus:. Efficient inference in Ising models. Stochastic and subgradient variable-metric. Some older Teaching Materials. 01/14 - N. Schraudolph.
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Nic Schraudolph | nic.schraudolph.org Reviews
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Machine Learning and Optimization. Sorted by publication year. Areas of research focus:. Efficient inference in Ising models. Stochastic and subgradient variable-metric. Some older Teaching Materials. 01/14 - N. Schraudolph.
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Nic Schraudolphs's Publications by Coauthor
https://nic.schraudolph.org/bib2html/class_author.html
Download the DjVu plug-in:. X2022; Aberdeen, Douglas. X2022; Büche, Dirk. X2022; Barral, Yves. X2022; Belew, Richard K. X2022; Borgwardt, Karsten. X2022; Bray, Matthieu. X2022; Cannarozzi, Gina. X2022; Chen, Jing. X2022; Chik, Desmond. X2022; Chong, Adrian. X2022; Dayan, Peter. X2022; Eldracher, Martin. X2022; Faty (joint first authors), Mahamadou. X2022; Friberg, Markus T. X2022; Günter, Simon. X2022; Gers, Felix A. X2022; Giannakopoulos, Xavier. X2022; Gonnet, Gaston H. X2022; Gonnet, Pedro. And P Koum...
Nic Schraudolphs's Publications by Type
https://nic.schraudolph.org/bib2html/class_type.html
Download the DjVu plug-in:. X2022; Journal Papers. X2022; Top Conferences. X2022; Book Chapters. X2022; Programs and Data. G Cannarozzi, N. N. Schraudolph. M Faty (joint first authors), P. v. Rohr, M. T. Friberg, A. C. Roth, G. H. Gonnet, and Y. Barral. A Role for Codon Order in Translation Dynamics. 141(2):355–367, 16 Apr 2010. R Kondor, and K. Borgwardt. Graph Kernels. Journal of Machine Learning Research. 11:1201–1242, 2010. J Yu, S. Vishwanathan. S Günter, and N. N. Schraudolph. And A J. Smola. Gradi...
Inference in Ising Models
https://nic.schraudolph.org/isinf
Isinf: Efficient Inference in Ising Models. Version 1.1 of our. Ising inference) C code is now available: isinf-1.1.tgz. There are no more known bugs at this stage, though the documentation is not yet in good shape. For a detailed description of the algorithms available in. See our arXiv preprint. Has written some Mex wrappers. Program now incorporates heuristic approximations for nonplanar graphs. Program performs exact inference in nonplanar graphs via reweighted perfect matching. James W. Demmel, ...
Nic Schraudolphs's Publications by Year
https://nic.schraudolph.org/bib2html/sort_date.html
Download the DjVu plug-in:. G Cannarozzi, N. N. Schraudolph. M Faty (joint first authors), P. v. Rohr, M. T. Friberg, A. C. Roth, G. H. Gonnet, and Y. Barral. A Role for Codon Order in Translation Dynamics. 141(2):355–367, 16 Apr 2010. Polynomial-Time Exact Inference in NP-Hard Binary MRFs via Reweighted Perfect Matching. Intl Conf. Artificial Intelligence and Statistics (AIstats). Pp 717–724, Journal of Machine Learning Research. Chia Laguna, Italy, 2010. R Kondor, and K. Borgwardt. Graph Kernels. An Im...
Nic Schraudolphs's Publications by Year
https://nic.schraudolph.org/bib2html
Download the DjVu plug-in:. G Cannarozzi, N. N. Schraudolph. M Faty (joint first authors), P. v. Rohr, M. T. Friberg, A. C. Roth, G. H. Gonnet, and Y. Barral. A Role for Codon Order in Translation Dynamics. 141(2):355–367, 16 Apr 2010. Polynomial-Time Exact Inference in NP-Hard Binary MRFs via Reweighted Perfect Matching. Intl Conf. Artificial Intelligence and Statistics (AIstats). Pp 717–724, Journal of Machine Learning Research. Chia Laguna, Italy, 2010. R Kondor, and K. Borgwardt. Graph Kernels. An Im...
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Nic Schraudolphs's Publications by Topic
http://www.schraudolph.org/bib2html/class_rescat.html
Download the DjVu plug-in:. X2022; Ising Models. X2022; Gradient Descent. X2022; Quasi-Newton Methods. X2022; Stochastic Meta-Descent. X2022; Kernel Methods. X2022; Reinforcement Learning. X2022; Unsupervised Learning. X2022; Entropy Optimization. X2022; Competitive Learning. X2022; Evolutionary Algorithms. X2022; Computer Vision. Polynomial-Time Exact Inference in NP-Hard Binary MRFs via Reweighted Perfect Matching. Intl Conf. Artificial Intelligence and Statistics (AIstats). Chia Laguna, Italy, 2010.
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Machine Learning and Optimization. Sorted by publication year. Areas of research focus:. Efficient inference in Ising models. Stochastic and subgradient variable-metric. Some older Teaching Materials. 01/14 - N. Schraudolph.
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