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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
Acero, Alex 1165 Acetylcholine 189 Achlioptas, Dimitris 335 Active learning 777 1449 Actor-critic methods 43 1507 Adaboost 487 Adaptation 197 301 Adaptive kernels 905 Adderss-event 1107 Additive clustering 107 Advantage learning 11 Agakov, Felix V. 1017 Alignment 367 649 Amari, Shun-ichi 253 317 343 407 527 Ambroise, Christophe 553 Analog computation 503 1107 Analog neurons 237 Analog VLSI 1091 1099 1107 1123 1131 Analytical predictions 301 1555 Anderson, Michael J. 173 Andreani, Giulia 1271 Andrieu, Christophe 561 Animal learning 3 Approachability 1563 Approximate inference 123 415 527 657 953 1263 Approximation 1001 Approximation by neural networks 1369 Approximation capabilities 689 1579 Approximation rate 1065 AR process 1017 Ascoli, Giorgio A. 133 Associative memory 27 237 245 1131 Asymptotic analysis 673 Asymptotic universality 479 Atention 293 Atentional modulation 1247 Attractor networks 123 237 293 Audio-visual 181 1173 Auditory system 173 309 Automatic relevance determination 1345 Bach, Francis R. 569 Backus, Benjamin T. 1223 Bakker, Bram 1475 Balanced input 301 Bartlett, Peter L. 1507 Barto, Andrew G. 43 Bartolozzi, Chiara 1271 Basalyga, Gleb 495 Baseline methods 1507 Bauml, Berthold 205 Baxter, Jonathan 1507 Bayes point machine 1449 Bayesian inference 123 213 317 471 519 657 937 1033 Bayesian learning 383 463 697 905 1385 Bayesian methods 133 777 Bayesian mixtures 471 Bayesian models 51 181 913 1001 1231 Bayesian networks 59 99 737 833 873 929 1433 Bayesian predictive distribution 343 Beal, Matthew J. 577 Beintema, Jaap A. 149 Belief networks 99 407 Belief propagation 407 415 527 657 737 817 873 1001 Belief tracking 961 Belkin, Mikhail 585 Bengio, Samy 633 Bengio, Yoshua 633 985 1369 Bennett, Kristin P. 593 Bethe free energy 873 953 1001 Bhattacharyya, Chiranjib 801 Bi, Jinbo 593 Bialek, William 309 471 Bias estimates 1515 Bienenstock, Elie 213 Bilinear readout 277 Bilmes, Jeff 1141 Binding problem 75 83 253 1205 Binocular vision 1223 Birdsong 309 Bishop, Christopher M. 1401 Bisio, Giacomo M. 1271 Black, Michael J. 213 Blankertz, Benjamin 157 Blei, David M. 601 Blind source separation 761 993 1049 1181 Bofill, Adria 1091 Boltzmann machine 455 Boolean functions 439 Boosting 447 487 553 1065 1311 Bootstrapping 375 Bottom-up processing 189 Bradley, Paul S. 1345 Brain-computer interface 157 213 Braun, Jochen 1247 Braun, MikioL. 351 Bregman distances 617 Brown, Andrew D. 1149 Brown, Guy J. 1205 Brown, Timothy X. 1337 Buhmann, Joachim M. 351 Burges, Christopher J. C. 1425 Burgess, Neil 165 Busby, Richard S. 75 Cadez, Igor V. 1345 1353 Campbell, William M. 1157 Capacity control 593 Caruana, Rich 809 Casey, Michael 1173 Casile, Antonino 261 cat 261 Categorizaton 99 Causal inference 123 Causal knowledge 99 Cauwenberghs, Geit 1099 Cavity method 535 657 Cemgil, Ali Taylan 1361 Cerebral cortex 157 Cesa-Bianchi, Nicolo 359 Chang, Yu-Han 1483 Chapados, Nicolas 1369 Chapelle, Olivier 609 Chechik, Gal 173 Chichilnisky, Eduardo J. 269 Churn 1409 Class membership probability estimation 1041 Classical conditioning 3 11 Classification of variable length sequences 1197 Classification reliability 1041 Classifier interpretation 745 Classsification 99 561 665 945 969 1025 1081 1149 1239 Clustering 107 511 585 649 673 721 769 849 929 945 1049 1115 Co-training 375 Coarse coding 75 Cognitive control 51 Cognitive modelling 19 27 51 59 75 83 115 1223 Colagrosso, Michael D. 51 1409 Collins, Michael 617 625 Collobert, Ronan 633 Colonius, Hans 181 Combinatorial optimization 107 351 Combined classifiers 553 1239 Complex cells 1271 Compression framework 391 Computational auditory scene analysis 1205 Computational chemistry 1449 Computational complexity 27 423 503 Computational finance 1465 Computational modeling 1247 Computer music 1377 Computer vision 1231 1279 1311 Concept learning 857 Conconi, Alex 359 Constrained optimization 1409 Context-free languages 35 Context-sensitive processing 229 Contextual influences 20 1303 Control 1475 1499 1547 1579 Control variate 1507 Convergence 407 1499 1515 Convergence rate 1065 Convex duality 447 Convex hulls 753 Convex optimization 801 1065 Convolution kernel 625 Coordinate descent 487 Correlations 277 Cortex 213 Cortical dynamics 325 Cortical neuron 301 Cortical representation 75 83 Coughlan, James 1231 Counterfactual 123 Courville, Aaron C. 3 Covariance learning 245 Covering numbers 391 Crammer, Koby 641 Cristianini, Nello 367 511 649 Cross entropy 399 Cross validation 535 Csato, Lehel 657 Cue combination 1223 Curio, Gabriel 157 Curse of dimensionality 665 689 1523 Dasgupta, Sanjoy 375 617 Data augmentation 561 Data Mining 431 633 673 1345 1353 1369 1393 1417 1441 Data networks 1337 Data representation 1255 Data visualization 889 Data-dependent bounds 359 Dayan, Peter 11 189 de Farias, Daniela Pucci 689 Decision making 1401 1547 1579 Decision theory 961 Decision trees 439 Decomposable triangulated graph 1287 Decomposition 1337 Delbriick, Tobias 1107 Dendrites 229 Dendritic morphology 133 Deng, Li 1165 Density description 205 Density estimation 569 657 673 Density propagation 213 Dependency grammar 91 Di richlet process 577 881 Diagnosis 1345 Diederich, Adele 181 Dietterich, Thomas G. 1491 1587 Digit recognition 569 753 Dimensionality detection 1255 Dimensionality reduction 335 585 617 689 889 929 1255 Ding, Chris 1057 Diorio, Chris 1123 Directed graphs 415 Direction selectivity 325 Dirichlet distribution 399 601 Discrete structures 625 Discriminability measure 181 Discriminant analysis 801 969 1141 Discrimination 1409 Discriminative classifiers 841 Discriminative learning 1149 Discriminative training 897 Distributed computing 1401 Distributed representation 75 Diverse density 1073 Divide-and-conquer 633 Document clustering 777 929 1025 1057 1417 Dodier, Robert 1409 Domeniconi, Carlotta 665 Domingos, Pedro 673 1441 Donchin, Opher 197 Donoghue, John P. 213 Dopamine 11 Double margin 753 Double ring 221 Doucet, Arnaud 561 Douglas, Rodney 1107 Doupe, Allison J. 309 Drug design 1449 Drug discovery 1073 Duffy, Nigel 625 Dugas, Charles 1369 Dynamic Bayesian networks 561 1361 1523 1579 Dynamic environments 1555 Dynamical systems 221 317 325 503 713 865 961 1465 Dynamics of learning 115 285 d’Alche-Buc, Florence 553 d’Avella, Andrea 141 Early stopping 535 753 Edelman, Shimon 19 Eggert, Julian 205 Eigenvalue concentration 511 Eigenvalues 269 335 849 1327 1441 Eigenvectors 1057 1319 El-Yaniv, Ran 1025 Elisseeff, Andre 367 681 EM algorithm 35 91 553 601 673 697 721 729 897 1033 1165 1263 1287 1353 1433 Embedding 889 EMGs 141 Encoding strategy 1279 Energy function 1033 1327 Energy models 1271 Ensembles 577 entropy 471 969 Error backpropagation 1377 Error bars 1181 Error correction neural networks 1465 Error-correcting codes 407 1041 Estimation maximization 1073 Even-Dar, Eyal 1499 Evidence framework 59 Evolutionary game theory 865 Expectation maximization 721 729 1165 Exponential families 617 Exponential models 447 Extended Kalman filter 1213 1361 Face detection 1239 1303 1311 Factor analysis 141 729 889 Factored MDPs 1523 Factorial hidden Markov models 1173 Fat tails 1369 Faul, Anita C 383 Feature extraction 857 929 969 977 1131 1295 Feature grouping 1009 1295 1327 Feature selection 157 697 993 1287 Feature spaces 609 745 761 Felderhof, Stephen N. 1017 Figueiredo, Mario A. T. 697 Figure-ground 1327 Financeial time series 1465 Financial forecasting 1465 Fine, Shai 705 Finite state machines 67 Fisher information 253 277 1247 Fisher kernel 977 1197 Fisher's discriminant 157 753 Fixation eye movements 261 Flexible computation 1131
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