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Dietterich T.G., Becker S., Ghahramani Z. — Advances in neural information processing systems 14 (Vol. 1 and vol. 2)
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: en

Рубрика: Computer science/Генетика, нейронные сети/

Статус предметного указателя: Готов указатель с номерами страниц

ed2k: ed2k stats

Год издания: 2002

Количество страниц: 1594

Добавлена в каталог: 16.11.2005

Операции: Положить на полку | Скопировать ссылку для форума | Скопировать ID
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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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