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Dietterich T.G., Becker S., Ghahramani Z. — Advances in neural information processing systems 14 (Vol. 1 and vol. 2)
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Название: Advances in neural information processing systems 14 (Vol. 1 and vol. 2)Авторы: Dietterich T.G., Becker S., Ghahramani Z.Аннотация: The annual conference on Neural Information Processing Systems (NIPS) is the flagship conference on neural computation. The conference is interdisciplinary, with contributions in algorithms, learning theory, cognitive science, neuroscience, vision, speech and signal processing, reinforcement learning and control, implementations, and diverse applications. Only about 30 percent of the papers submitted are accepted for presentation at NIPS, so the quality is exceptionally high. These proceedings contain all of the papers that were presented at the 2001 conference.
Язык: Рубрика: Computer science /Генетика, нейронные сети /Статус предметного указателя: Готов указатель с номерами страниц ed2k: ed2k stats Год издания: 2002Количество страниц: 1594Добавлена в каталог: 16.11.2005Операции: Положить на полку |
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Предметный указатель
Focus of attention 1303 1311 Fokker-Planck equations 285 Force fields 197 Fox, Dieter 713 Fragment completion 27 Franklin, Judy A. 1377 Free energy 415 Freitas, Nando de 561 Frey, Brendan J. 721 729 737 1165 Friedman, Nir 929 Function approximation 197 1065 Gain control 269 Gales, Mark 1197 Gallager codes 407 527 Game theory 817 1483 Gao,Yun 213 Gaussian mixtures 1361 Gaussian prior 317 Gaussian processes 463 519 543 657 881 905 1017 1425 Gene clustering 913 Gene expression 913 Generalization 543 857 Generalization error 359 375 535 Generative classifiers 841 Generative models 99 431 913 1353 Genov, Roman 1099 Gentile, Claudio 359 Geometry 593 1033 Ghahramani, Zoubin 577 881 Ghaoui, Laurent El 801 Ghosn, Joumana 1369 Gibbs sampling 351 577 881 Giese, Martin 325 Gittins index 1499 Globerson, Amir 173 Goldman, Sally A. 1073 Golland, Polina 745 Goncalves, Luis 1287 Gottlieb, Assaf 769 Gradient methods 141 1033 1507 Grammar 67 Grammar induction 35 91 Grandvalet, Yves 553 Graph structure 1441 Graphical games 817 Graphical models 415 527 569 601 737 817 913 1001 1433 Greedy algorithm 1065 1499 Greedy search 107 431 1287 Green, Phil 1189 Greensmith, Evan 1507 Green’s function 535 Griffiths, Thomas L. 1385 Grothmann, Ralph 1465 GROUPING 1255 GrowSupport algorithm 1587 Grudic, Gregory Z. 1515 Gu, Ming 1057 Guerra-Salcedo, Cesar 1409 Guestrin, Carlos 1523 Gunopulos, Dimitrios 665 Haffner, Patrick 753 Hahnloser, Richard 221 Hanson, Stephen Jose 67 Harmeling, Stefan 761 Hartley, Tom 165 Hastie, Trevor 1081 He, Xiaofeng 1057 Heading 149 Hebbian learning 285 317 495 1091 1123 Hebbian plasticity 261 Heisele, Bernd 1239 Herbrich, Ralf 391 Hershey, John 1173 Heuristic optimization 107 Hidden Markov models 3 189 577 793 833 937 961 977 1149 1173 1197 1433 1555 Hidden Markov tree 833 Hierarchical clustering 913 Hierarchical Dirichlet process 577 Hierarchical learning model 343 Hierarchical representation 1295 Higher order statistics 1457 Higher-order interaction 253 Higher-order networks 503 Hiles, Benjamin P. 19 Hinton, Geoffrey E. 857 889 1149 Hippocampal neurons 133 Hippocampus 165 Hodgkin-Huxley neurons 229 Horn, David 769 Hsu, David 1123 Huber, David E. 51 Hubert functional space 543 Hubert space 769 Hulten, Geof 673 Human motion 43 1263 1287 Hutter, Marcus 399 Hybrid Monte Carlo 881 Hypercolumn 1247 ICA 495 657 761 993 1049 1181 Ideal observer 51 Ikeda, Shiro 407 527 Illusory contours 1319 Image representation 19 1279 1295 Image statistics 19 1099 Improvisation 1377 Incentive learning 11 Incremental learning 705 Incremental search 1539 Indiveri, Giacomo 1107 Inference 415 455 857 1001 Inferior-temporal cortex 293 Infinite mixtures 471 577 Information bottleneck 929 Information coding 27 Information geometry 253 407 527 Information retrieval 27 431 777 1417 1441 Information theory 173 301 309 929 1025 Instability 325 Instrumental conditioning 11 Insurance premia 1369 Integrate and fire neurons 205 Internal model 197 Intransitive game playing 1141 Intrator, Nathan 19 Invariant features 1279 1295 Invariant learning 609 Inverse effectiveness 181 ion channels 229 Isbell, Jr, Charles L. 1393 Iterative scaling 569 897 953 Itti, Laurent 1247 Iwata, Atsushi 1115 Jaakkola, Tommi 777 945 1001 Jacobs, David 27 Ji, Gang 1141 Joint mutual information 969 Jojic, Nebojsa 721 729 Jones, Michael 1311 Jordan, Michael I. 569 601 801 841 849 Jurafsky, Dan 59 K-means clustering 1057 Kaelbling, Leslie Pack 1483 Kakade, Sham 1531 Kandola, Jaz 367 511 649 Kannan, Anitha 729 Kappen, Hilbert J. 415 455 1361 Kawanabe, Motoaki 761 977 1181 Kearns, Michael 817 1393 Kepecs, Adam 229 285 Kernel alignment 367 649 Kernel classifiers 367 511 649 745 977 1157 1457 Kernel density estimate 1401 Kernel Fisher linear discriminant 1457 Kernel functions 921 1157 Kernel meta-training 1425 Kernel methods 335 423 439 479 543 625 641 657 697 761 785 801 1081 1099 1457 1491 Kernel PCA 511 609 1057 1457 Khardon, Roni 423 Kikuchi free energy 1001 Kisilev, Pavel 1049 Kivinen, Jyrki 785 Klein, Dan 35 Kleinberg, Jon 431 KMT algorithm 1425 Koch, Christof 1247 Koenig, Sven 1539 Koetter, Ralf 737 Kohlmorgen, Jens 793 Kositsky, Michael 43 Kowalczyk, Adam 439 Kramer, Jorg 1107 Kristjansson, Trausti T 1165 Kullback-Leibler distance 873 Lafferty, John 447 Lagoudakis, Michail G. 1547 Lanckriet, Gert R. G. 801 Langford, John 809 961 Language 67 Lappe, Markus 149 Large margin classifier 681 Large-scale computing 673 Large-scale dynamic programming 689 Large-scale problems 633 Large-scale simulations 205 Latent variable models 375 617 729 937 1017 Latham, Peter E. 237 Lawrence, Neil D. 1401 Learning 351 1009 1231 1255 Learning curves 463 479 519 841 Learning hierarchical structure 833 Learning rankings 641 Learning to learn 1425 Leave-one-out 535 Lebanon, Guy 447 Lee, Daniel D. 897 Legendre transform 873 Leisink, Martijn 455 Lemm, Steven 793 Lemmen, Christian 1449 Leveraging 487 Li, Fuli 535 Liao, Jun 1449 Liftman, Michael L. 375 817 1555 Likhachev, Maxim 1539 Linear classification 157 Linear classifiers 391 Linear convergence 487 Linear functions 423 1523 1555 Linear programming 157 689 1523 1579 Linear regression 359 Liu, Shih-Chii 1107 Liu, Zili 27 Local feature weighting 665 Local linear regression 985 Local manifold 985 Local models 889 Locally-linear embedding 1255 Logic 439 Logistic regression 447 487 841 1081 Long-term dependencies 1475 Loopy belief propagation 123 953 Loopy probability propagation 415 527 737 Lower bounds 455 LSTM 1475 LTD 245 LTP 245 285 Luckiness 391 Lyapunov function 1033 Machine learning 91 107 1073 1311 Malzahn, Dorthe 463 Manifold 945 Manifold learning 889 Manning, Christopher D. 35 Mannor, Shie 1563 Mansour, Yishay 1499 Margin 553 Margin distribution 391 Margin-based 945 Markov chain 351 Markov decision processes 689 1499 1523 1547 1555 1563 1571 Markov models 27 133 415 Markov random fields 737 Mathieson, Michael 1449 Matsumoto, Narihisa 245 Matsuura, Tomohiro 1115 Maximum clique 865 Maximum entropy 415 873 953 Maximum likelihood 181 447 1131 1141 Maximum likelihood estimator 343 Maximum margin 391 Maximum mutual information 301 1197 McAllester, David 375 McSherry, Frank 335 Mean field methods 237 455 Meila, Marina 1141 Meinecke, Frank 1181 Meinicke, Peter 825 Membrane noise 301 Meng, Linyan 1369 Microsaccade 261 Miiller, Klaus-Robert 157 761 977 1181 Mika, Sebastian 487 Miller, Erik 1295 Minimum description length 19 Minimum divergence 953 Minor components analysis 1017 Missing data reconstruction 1189 Mistake bounds 423 Mixture density 1345 1353 Mixture density networks 1263 Mixture models 553 633 897 1369 Mixtures of experts 633 881 889 Mixtures of Gaussians 673 969 Mobile computing 1401 Model complexity 479 Model selection 343 367 825 1181 Monitoring 793 Monkey cortex 149 Monte Carlo 351 561 Monte Carlo methods 937 1213 1361 Morie, Takashi 1115 Motion perception 149 Motion-in-depth 1271 Motivation 11 Motor control 141 197 Motor learning 43 197 Motor primitives 197 Mozer, Michael C 51 1409 Mukherjee, Sayan 1279 Multi information 173 Multi-agent learning 1483 Multi-agent systems 1523 Multi-class learning 1041 1081 Multi-class prediction 641 Multi-criteria 1563 Multi-label classification 681 Multilayer perceptrons 343 Multinomial distribution 1353 1385 Multiple movement units 43 Multiple-instance learning 1073
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