Neural Information Processing Systems 2001
  

Search the Full Text of this Collection | Download the DjVu Plug-in | Bib2Web Home | MIT Press
The NIPS 2001 Conference | Previous NIPS Online Proceedings | The NIPS Website

Contents
Preface Part VImplementation
Part ICognitive Science Part VISpeech and Signal Processing
Part IINeuroscience Part VIIVisual Processing
Part IIITheory Part VIIIApplications
Part IVAlgorithms and Architectures Part IXControl, Navigation and Planning

NEW: Download nips14.bib file with all bibligraphy entries including page numbers.

All papers should be cited as: in T. G. Dietterich, S. Becker, and Z. Ghahramani (eds.) Advances in Neural Information Processing Systems 14. MIT Press, Cambridge, MA, 2002.

Contact MIT Press to place an order for a hardcopy of this book.



Part I    Cognitive Science


>A. C. Courville and D. S. Touretzky 65KB 
71KB 

  "Modeling Temporal Structure in Classical Conditioning"

>P. Dayan 91KB 
307KB 

  "Motivated Reinforcement Learning"

>S. Edelman, B. P. Hiles, H. Yang and N. Intrator 163KB 
200KB 

  "Probabilistic principles in unsupervised learning of visual structure: human data and a model"

>D. Jacobs, B. Rokers, A. Rudra, and Z. Liu 65KB 
32KB 

  "Fragment Completion in Humans and Machines"

>D. Klein and C. D. Manning 82KB 
62KB 

  "Natural Language Grammar Induction Using a Constituent-Context Model"

>M. Kositsky and A. G. Barto 59KB 
46KB 

  "Emergence of Multiple Movement Units in the Presence of Noise and Feedback Delay"

>M. C. Mozer, M. D. Colagrosso, and D. E. Huber 65KB 
66KB 

  "A Rational Analysis of Cognitive Control in a Speeded Discrimination Task"

>S. Narayanan and D. Jurafsky 70KB 
47KB 

  "A Bayesian Model Predicts Human Parse Preference and Reading Times in Sentence Processing"

>M. Negishi and S. J. Hanson 67KB 
227KB 

  "Grammar Transfer in a Second Order Recurrent Neural Network"

>R. C. O'Reilly and R. S. Busby 101KB 
158KB 

  "Generalizable Relational Binding from Coarse-coded Distributed Representations"

>R. C. O'Reilly and R. Soto 87KB 
179KB 

  "A Model of the Phonological Loop: Generalization and Binding"

>M. A. Paskin 61KB 
65KB 

  "Grammatical Bigrams"

>B. Rehder 67KB 
156KB 

  "Causal Categorization with Bayes Nets"

>W. Ruml 65KB 
42KB 

  "Constructing Distributed Representations Using Additive Clustering"

>J. L. Shapiro and J. Wearden 62KB 
74KB 

  "Reinforcement Learning and Time Perception -- a Model of Animal Experiments"

>D. Yarlett and M. Ramscar 63KB 
34KB 

  "A Quantitative Model of Counterfactual Reasoning"


Part II    Neuroscience


>G. A. Ascoli and A. V. Samsonovich 87KB 
166KB 

  "Bayesian morphometry of hippocampal cells suggests same-cell somatodendritic repulsion"

>A. d'Avella and M. C. Tresch 74KB 
56KB 

  "Modularity in the motor system: decomposition of muscle patterns as combinations of time-varying synergies"

>J. A. Beintema, A. V. v. d. Berg, and M. Lappe 63KB 
102KB 

  "Receptive field structure of flow detectors for heading perception"

>B. Blankertz, G. Curio, and K.-R. Müller 93KB 
74KB 

  "Classifying Single Trial EEG: Towards Brain Computer Interfacing"

>N. Burgess and T. Hartley 86KB 
541KB 

  "Orientational and Geometric Determinants of Place and Head-direction"

>G. Chechik, A. Globerson, M.J. Anderson, E.D. Young, I. Nelken, and N. Tishby 79KB 
85KB 

  "Group Redundancy Measures Reveal Redundancy Reduction in the Auditory Pathway"

>H. Colonius and A. Diederich 52KB 
54KB 

  "A Maximum-Likelihood Approach to Modeling Multisensory Enhancement"

>P. Dayan and A. J. Yu 79KB 
110KB 

  "ACh, Uncertainty, and Cortical Inference"

>O. Donchin and R. Shadmehr 71KB 
152KB 

  "Linking Motor Learning to Function Approximation: Learning in an Unlearnable Force Field"

>J. Eggert and B. Bäuml 67KB 
109KB 

  "Exact differential equation population dynamics for integrate-and-fire neurons"

>Y. Gao, M. J. Black, E. Bienenstock, S. Shoham, and J. P. Donoghue 144KB 
1211KB 

  "Probabilistic Inference of Hand Motion from Neural Activity in Motor Cortex"

>R. Hahnloser, X. Xie, and S. Seung 54KB 
39KB 

  "A theory of neural integration in the head-direction system"

>A. Kepecs and S. Raghavachari 66KB 
157KB 

  "3 state neurons for contextual processing"

>P.E. Latham 60KB 
115KB 

  "Associative memory in realistic neuronal networks"

>N. Matsumoto and M. Okada 61KB 
629KB 

  "Self-regulation Mechanism of Temporally Asymmetric Hebbian Plasticity"

>H. Nakahara and S.I. Amari 72KB 
105KB 

  "Information-Geometric Decomposition in Spike Analysis"

>M. Rucci and A. Casile 68KB 
57KB 

  "Eye movements and the maturation of cortical orientation selectivity"

>O. Schwartz, E. J. Chichilnisky and E. Simoncelli 108KB 
2213KB 

  "Characterizing Neural Gain Control using Spike-triggered Covariance"

>M. Shamir and H. Sompolinsky 59KB 
46KB 

  "Correlation Codes in Neuronal Populations"

>J. Tegnér and A. Kepecs 74KB 
90KB 

  "Why Neuronal Dynamics Should Control Synaptic Learning Rules"

>T. P. Trappenberg, E. T. Rolls, and S. M. Stringer 64KB 
170KB 

  "Effective Size of Receptive Fields of Inferior Temporal Visual Cortex in Natural Scenes"

>G. Wenning and K. Obermayer 72KB 
90KB 

  "Activity Driven Adaptive Stochastic Resonance"

>B. D. Wright, K. Sen, W. Bialek and A. J. Doupe 65KB 
409KB 

  "Spike timing and the coding of naturalistic sounds in a central auditory area of songbirds"

>S. Wu and S. Amari 50KB 
50KB 

  "Neural Implementation of Bayesian Inference in Population Codes"

>X. Xie and M. Giese 81KB 
154KB 

  "Generating velocity tuning by asymmetric recurrent connections"


Part III    Theory


>D. Achlioptas, F. McSherry, and B. Schölkopf 66KB 
42KB 

  "Sampling Techniques for Kernel Methods"

>S. Amari, H. Park, and T. Ozeki 50KB 
64KB 

  "Geometrical Singularities in the Neuromanifold of Multilayer Perceptrons"

>M. L. Braun and J. M. Buhmann 74KB 
137KB 

  "The Noisy Euclidean Traveling Salesman Problem and Learning"

>N. Cesa-Bianchi, A. Conconi, and C. Gentile 63KB 
45KB 

  "On the Generalization Ability of On-Line Learning Algorithms"

>N. Cristianini, J. Shawe-Taylor, A. Elisseeff, and J. Kandola 58KB 
57KB 

  "On Kernel-Target Alignment"

>S. Dasgupta, M. L. Littman, and D. McAllester 63KB 
42KB 

  "PAC Generalization Bounds for Co-training"

>A. C. Faul and M. E. Tipping 52KB 
66KB 

  "Analysis of Sparse Bayesian Learning"

>R. Herbrich and R. C. Williamson 62KB 
72KB 

  "Algorithmic Luckiness"

>M. Hutter 63KB 
67KB 

  "Distribution of Mutual Information"

>S. Ikeda, T. Tanaka, and S.I. Amari 62KB 
114KB 

  "Information Geometrical Framework for Analyzing Belief Propagation Decoder"

>H. J. Kappen and W. Wiegerinck 58KB 
63KB 

  "Novel iteration schemes for the Cluster Variation Method"

>R. Khardon, D. Roth, and R. A. Servedio 83KB 
87KB 

  "Efficiency versus Convergence of Boolean Kernels for On-Line Learning Algorithms"

>J. Kleinberg 65KB 
120KB 

  "Small-World Phenomena and the Dynamics of Information"

>A. Kowalczyk, A. J. Smola, and R. C. Williamson 68KB 
45KB 

  "Kernel Machines and Boolean Functions"

>G. Lebanon and J. Lafferty 71KB 
78KB 

  "Boosting and Maximum Likelihood for Exponential Models"

>M. Leisink and B. Kappen 89KB 
46KB 

  "Means, Correlations and Bounds"

>D. Malzahn and M. Opper 61KB 
54KB 

  "A Variational Approach to Learning Curves"

>I. Nemenman, F. Shafee, and W. Bialek 84KB 
99KB 

  "Entropy and Inference, Revisited"

>M. Opper and R. Urbanczik 62KB 
80KB 

  "Asymptotic Universality for Learning Curves of Support Vector Machines"

>G. Ratsch, S. Mika, and M. K. Warmuth 83KB 
55KB 

  "On the Convergence of Leveraging"

>M. Rattray and G. Basalyga 59KB 
53KB 

  "Scaling Laws and Local Minima in Hebbian ICA"

>M. Schmitt 57KB 
67KB 

  "Computing Time Lower Bounds for Recurrent Sigmoidal Neural Networks"

>J. Shawe-Taylor, N. Cristianini, and J. Kandola 45KB 
53KB 

  "On the Concentration of Spectral Properties"

>P. Sollich 75KB 
116KB 

  "Gaussian Process Regression with Mismatched Models"

>T. Tanaka, S. Ikeda, and S.-I. Amari 56KB 
53KB 

  "Information-Geometrical Significance of Sparsity in Gallager Codes"

>K. Y. M. Wong and F. Li 65KB 
71KB 

  "Fast Parameter Estimation Using Green's Functions"

>T. Zhang 54KB 
38KB 

  "Generalization Performance of Some Learning Problems in Hilbert Functional Spaces"


Part IV    Algorithms and Architectures


>F. d'Alché-Buc, Y. Grandvalet, and C. Ambroise 62KB 
77KB 

  "Semi-supervised MarginBoost"

>C. Andrieu, N. d. Freitas, and A. Doucet 63KB 
97KB 

  "Rao-Blackwellised Particle Filtering via Data Augmentation"

>F. R. Bach and M. I. Jordan 66KB 
44KB 

  "Thin Junction Trees"

>M. J. Beal, Z. Ghahramani, and C. E. Rasmussen 85KB 
410KB 

  "The Infinite Hidden Markov Model"

>M. Belkin and P. Niyogi 53KB 
74KB 

  "Laplacian Eigenmaps and Spectral Techniques for Embedding and Clustering"

>J. Bi and K. P. Bennett 64KB 
885KB 

  "Duality, Geometry, and Support Vector Regression"

>D. M. Blei, A. Y. Ng, and M. I. Jordan 73KB 
150KB 

  "Latent Dirichlet Allocation"

>O. Chapelle and B. Schölkopf 59KB 
63KB 

  "Incorporating Invariances in Non-Linear Support Vector Machines"

>M. Collins, S. Dasgupta, and R. E. Schapire 76KB 
65KB 

  "A Generalization of Principal Components Analysis to the Exponential Family"

>M. Collins and N. Duffy 71KB 
42KB 

  "Convolution Kernels for Natural Language"

>R. Collobert, S. Bengio, and Y. Bengio 94KB 
200KB 

  "A Parallel Mixture of SVMs for Very Large Scale Problems"

>K. Crammer and Y. Singer 69KB 
87KB 

  "Pranking with Ranking"

>N. Cristianini, J. Shawe-Taylor, and J. Kandola 84KB 
638KB 

  "Spectral Kernel Methods for Clustering"

>L. Csató, M. Opper, and O. Winther 65KB 
56KB 

  "TAP Gibbs Free Energy, Belief Propagation and Sparsity"

>C. Domeniconi and D. Gunopulos 66KB 
70KB 

  "Adaptive Nearest Neighbor Classification Using Support Vector Machines"

>P. Domingos and G. Hulten 63KB 
58KB 

  "Learning from Infinite Data in Finite Time"

>A. Elisseeff and J. Weston 62KB 
46KB 

  "A kernel method for multi-labelled classification"

>D. P. d. Farias and B. V. Roy 51KB 
101KB 

  "Approximate Dynamic Programming via Linear Programming"

>M. Figueiredo 69KB 
182KB 

  "Adaptive Sparseness Using Jeffreys Prior"

>S. Fine and K. Scheinberg 66KB 
77KB 

  "Incremental Learning and Selective Sampling via Parametric Optimization Framework for SVM"

>D. Fox 121KB 
678KB 

  "KLD-Sampling: Adaptive Particle Filters"

>B. J. Frey and N. Jojic 76KB 
266KB 

  "Fast, Large-Scale Transformation-Invariant Clustering"

>B. J. Frey, A. Kannan, and N. Jojic 101KB 
126KB 

  "Product Analysis: Learning to Model Observations as Products of Hidden Variables"

>B. J. Frey, R. Koetter, and N. Petrovic 107KB 
765KB 

  "Very loopy belief propagation for unwrapping phase images"

>P. Golland 84KB 
370KB 

  "Discriminative Direction for Kernel Classifiers"

>P. Haffner 62KB 
70KB 

  "Escaping the Convex Hull with Extrapolated Vector Machines"

>S. Harmeling, A. Ziehe, M. Kawanabe, and K.-R. Müller 83KB 
393KB 

  "Kernel Feature Spaces and Nonlinear Blind Souce Separation"

>D. Horn and A. Gottlieb 99KB 
728KB 

  "The Method of Quantum Clustering"

>T. Jaakkola and H. Siegelmann 61KB 
64KB 

  "Active Information Retrieval"

>J. Kivinen, A. J. Smola, and R. C. Williamson 84KB 
242KB 

  "Online Learning with Kernels"

>J. Kohlmorgen and S. Lemm 63KB 
73KB 

  "A Dynamic HMM for On-line Segmentation of Sequential Data"

>G. R. G. Lanckriet, L. E. Ghaoui, C. Bhattacharyya, and M. I. Jordan 55KB 
67KB 

  "Minimax Probability Machine"

>J. Langford and R. Caruana 71KB 
46KB 

  "(Not) Bounding the True Error"

>M. L. Littman, M. Kearns, and S. Singh 58KB 
59KB 

  "An Efficient, Exact Algorithm for Solving Tree-Structured Graphical Games"

>P. Meinicke and H. Ritter 66KB 
47KB 

  "Quantizing Density Estimators"

>K. Murphy and M. Paskin 76KB 
47KB 

  "Linear-time inference in Hierarchical HMMs"

>A. Y. Ng and M. I. Jordan 72KB 
73KB 

  "On Discriminative vs. Generative Classifiers: A comparison of logistic regression and naive Bayes"

> A. Y. Ng, M. I. Jordan and Y. Weiss 83KB 
146KB 

 "On Spectral Clustering: Analysis and an algorithm"

>A. Paccanaro and G. E. Hinton 84KB 
155KB 

  "Learning Hierarchical Structures with Linear Relational Embedding"

>M. Pelillo 67KB 
43KB 

  "Matching Free Trees with Replicator Equations"

>A. Rangarajan and A. L. Yuille 57KB 
190KB 

  "MIME: Mutual Information Minimization and Entropy Maximization for Bayesian Belief Propagation"

>C. E. Rasmussen and Z. Ghahramani 81KB 
86KB 

  "Infinite Mixtures of Gaussian Process Experts"

>S. T. Roweis, L. K. Saul, and G. E. Hinton 142KB 
193KB 

  "Global Coordination of Local Linear Models"

>L. K. Saul and D. D. Lee 75KB 
53KB 

  "Multiplicative Updates for Classification by Mixture Models"

>M. Seeger 79KB 
150KB 

  "Covariance Kernels from Bayesian Generative Models"

>E. Segal, D. Koller, and D. Ormoneit 83KB 
73KB 

  "Probabilistic Abstraction Hierarchies"

>H. Shimodaira, K.-I. Noma, M. Nakai, and S. Sagayama 53KB 
109KB 

  "Dynamic Time-Alignment Kernel in Support Vector Machine"

>N. Slonim, N. Friedman, and N. Tishby 85KB 
119KB 

  "Agglomerative Multivariate Information Bottleneck"

>P. Sykacek and S. Roberts 71KB 
56KB 

  "Bayesian time series classification"

>M. Szummer and T. Jaakkola 69KB 
55KB 

  "Partially labeled classification with Markov random walks"

>Y. W. Teh and M. Welling 93KB 
90KB 

  "The Unified Propagation and Scaling Algorithm"

>S. Thrun, J. Langford, and V. Verma 115KB 
762KB 

  "Risk Sensitive Particle Filters"

>K. Torkkola 67KB 
46KB 

  "Learning Discriminative Feature Transforms to Low Dimensions in Low Dimentions"

>K. Tsuda, M. Kawanabe, G. Rätsch, S. Sonnenburg, and K.-R. Müller 66KB 
51KB 

  "A New Discriminative Kernel From Probabilistic Models"

>P. Vincent and Y. Bengio 68KB 
48KB 

  "K-Local Hyperplane and Convex Distance Nearest Neighbor Algorithms"

>R. Vollgraf and K. Obermayer 96KB 
517KB 

  "Multi Dimensional ICA to Separate Correlated Sources"

>M. Wainwright, T. Jaakkola, and A. Willsky 74KB 
75KB 

  "Tree-based reparameterization for approximate inference on loopy graphs"

>H. Wersing 93KB 
86KB 

  "Learning Lateral Interactions for Feature Binding and Sensory Segmentation"

>C. K. I. Williams, F. V. Agakov, and S. N. Felderhof 65KB 
81KB 

  "Products of Gaussians"

>R. El-Yaniv and O. Souroujon 70KB 
153KB 

  "Iterative Double Clustering for Unsupervised and Semi-Supervised Learning"

>A. L. Yuille and A. Rangarajan 65KB 
208KB 

  "The Concave-Convex Procedure (CCCP)"

>B. Zadrozny 62KB 
32KB 

  "Reducing multiclass to binary by coupling probability estimates"

> M. Zibulevsky, P. Kisilev, Y. Y. Zeevi, and B. Pearlmutter 90KB 
483KB 

  "Blind Source Separation via Multinode Sparse Representation"

>H. Zha, X. He, C. Ding, M. Gu, and H. Simon 58KB 
80KB 

  "Spectral Relaxation for K-means Clustering"

>T. Zhang 53KB 
33KB 

  "A General Greedy Approximation Algorithm with Applications"

>Q. Zhang and S. A. Goldman 64KB 
45KB 

  "EM-DD: An Improved Multiple-Instance Learning Technique"

>J. Zhu and T. Hastie 91KB 
76KB 

  "Kernel Logistic Regression and the Import Vector Machine"


Part V    Implementation


>A. Bofill, A. F. Murray and D. P. Thompson 63KB 
84KB 

  "Citcuits for VLSI Implementation of Temporally Asymmetric Hebbian Learning"

>R. Genov and G. Cauwenberghs 86KB 
965KB 

  "Stochastic Mixed-Signal VLSI Architecture for High-Dimensional Kernel Machines"

>S.-C. Liu, J. Kramer, G. Indiveri, T. Delbrück, and R. Douglas 71KB 
47KB 

  "Orientation-Selective aVLSI Spiking Neurons"

>T. Morie, T. Matsuura, M. Nagata, and A. Iwata 96KB 
242KB 

  "An Efficient Clustering Algorithm Using Stochastic Association Model and Its Implementation Using Nanostructures"

>A. P. Shon, D. Hsu, and C. Diorio 68KB 
67KB 

  "Learning Spike-Based Correlations and Conditional Probabilities in Silicon"

> T. Yamasaki and T. Shibata 175KB 
1869KB 

 "Analog Soft-Pattern-Matching Classifier using Floating-Gate MOS Technology"


Part VI    Speech and Signal Processing


>J. Bilmes, G. Ji, and M. Meila 69KB 
42KB 

  "Intransitive Likelihood-Ratio Classifiers"

>A. D. Brown and G. E. Hinton 70KB 
104KB 

  "Relative Density Nets: A New Way to Combine Backpropagation with HMM's"

>W. M. Campbell 59KB 
49KB 

  "A Sequence Kernel and its Application to Speaker Recognition"

>B. J. Frey, T. T. Kristjansson, L. Deng, and A. Acero 56KB 
59KB 

  "ALGONQUIN - Learning Dynamic Noise Models From Noisy Speech for Robust Speech Recognition"

>J. Hershey and M. Casey 104KB 
396KB 

  "Audio-Visual Sound Separation Via Hidden Markov Models"

>F. Meinecke, A. Ziehe, M. Kawanabe and K.-R. Müller 73KB 
361KB 

  "Estimating the Reliability of ICA Projections"

>S. Parveen and P. Green 59KB 
162KB 

  "Speech Recognition with Missing Data using Recurrent Neural Nets"

>N. Smith and M. Gales 68KB 
62KB 

  "Speech Recognition using SVMs"

>S. N. Wrigley and G. J. Brown 76KB 
166KB 

  "A Neural Oscillator Model of Auditory Selective Attention"

>K. Yao and S. Nakamura 69KB 
499KB 

  "Sequential Noise Compensation by Sequential Monte Carlo Method"


Part VII    Visual Processing


>B. T. Backus 69KB 
52KB 

  "Perceptual Metamers in Stereoscopic Vision"

>J. Coughlan and A. L. Yuille 70KB 
210KB 

  "The g Factor: Relating Distributions on Features to Distributions on Images"

>B. Heisele, T. Serre, M. Pontil, T. Vetter, and T. Poggio 100KB 
1922KB 

  "Categorization by Learning and Combining Object Parts"

>L. Itti, J. Braun, and C. Koch 144KB 
1424KB 

  "Modeling the Modulatory Effect of Attention on Human Spatial Vision"

>P. Perona and M. Polito 65KB 
908KB 

  "Grouping and dimensionality reduction by locally linear embedding"

>R. Rosales and S. Sclaroff 107KB 
1543KB 

  "Learning Body Pose via Specialized Maps"

>S. P. Sabatini, F. Solari, G. Andreani, C. Bartolozzi, and G. M. Bisio 72KB 
345KB 

  "A Hierarchical Model of Complex Cells in Visual Cortex for the Binocular Perception of Motion-in-Depth"

>J. Sadr, S. Mukherjee, K. Thoresz, and P. Sinha 161KB 
1237KB 

  "The Fidelity of Local Ordinal Encoding"

>Y. Song, L. Goncalves, and P. Perona 96KB 
1124KB 

  "Unsupervised Learning of Human Motion Models"

>C. Stauffer, E. Miller, and K. Tieu 178KB 
1570KB 

  "Transform-invariant Image Decomposition with Similarity Templates"

>A. Torralba 156KB 
4710KB 

  "Contextual Modulation of Target Saliency"

>P. Viola and M. Jones 127KB 
110KB 

  "Fast and Robust Classification using Asymmetric AdaBoost and a Detector Cascade"

>L. R. Williams and J. W. Zweck 85KB 
66KB 

  "A Rotation and Translation Invariant Discrete Saliency Network"

>S. X. Yu and J. Shi 153KB 
632KB 

  "Grouping with Bias"


Part VIII    Applications


>T. X. Brown 59KB 
36KB 

  "Switch Packet Arbitration via Queue-Learning"

>I. V. Cadez and P. S. Bradley 71KB 
132KB 

  "Model Based Population Tracking and Automatic Detection of Distribution Changes"

>I. V. Cadez and P. Smyth 61KB 
211KB 

  "Bayesian Predictive Profiles With Applications to Retail Transaction Data"

>A. T. Cemgil and B. Kappen 77KB 
105KB 

  "Tempo tracking and rhythm quantization by sequential Monte Carlo"

>N. Chapados, Y. Bengio, P. Vincent, J. Ghosn, C. Dugas, I. Takeuchi, and L. Meng 71KB 
91KB 

  "Estimating Car Insurance Premia: a Case Study in High-Dimensional Data Inference"

>J. A. Franklin 104KB 
342KB 

  "Improvisation and Learning"

>T. L. Griffiths and J. B. Tenenbaum 66KB 
74KB 

  "Using Vocabulary Knowledge in Bayesian Multinomial Estimation"

>C. L. Isbell, C. R. Shelton, M. Kearns, S. Singh and P. Stone, 83KB 
105KB 

  "Cobot: A Social Reinforcement Learning Agent"

>N. D. Lawrence, A. I. T. Rowstron, C. M. Bishop, and M. J. Taylor 69KB 
100KB 

  "Optimising Synchronisation Times for Mobile Devices"

>M. C. Mozer, R. Dodier, M. D. Colagrosso, C. Guerra-Salcedo, and R. Wolniewicz 72KB 
76KB 

  "Prodding the ROC Curve: Constrained Optimization of Classifier Performance"

>J. Ontrup and H. Ritter 126KB 
934KB 

  "Hyperbolic Self-Organizing Maps for Semantic Navigation"

>J. C. Platt, C. J. C. Burges, S. Swenson, C. Weare, and A. Zheng 67KB 
37KB 

  "Learning a Gaussian Process Prior for Automatically Generating Music Playlists"

>C. Raphael 61KB 
128KB 

  "A Bayesian Network for Real-Time Musical Accompaniment"

>M. Richardson and P. Domingos 59KB 
109KB 

  "The Intelligent surfer: Probabilistic Combination of Link and Content Information in PageRank"

>M. K. Warmuth, G. Rätsch, M. Mathieson, J. Liao, and C. Lemmen 91KB 
97KB 

  "Active Learning in the Drug Discovery Process"

>M.-H. Yang 73KB 
316KB 

  "Face Recognition Using Kernel Methods"

>H.-G. Zimmermann, R. Neuneier, and R. Grothmann 74KB 
53KB 

  "Active Portfolio-Management based on Error Correction Neural Networks"


Part IX    Control, Navigation and Planning


>B. Bakker 73KB 
136KB 

  "Reinforcement Learning with Long Short-Term Memory"

>Y.-H. Chang and L. P. Kaelbling 67KB 
74KB 

  "Playing is believing: The role of beliefs in multi-agent learning"

>T. G. Dietterich and X. Wang 70KB 
68KB 

  "Batch Value Function Approximation via Support Vectors"

>E. Even-dar and Y. Mansour 61KB 
64KB 

  "Convergence of Optimistic and Incremental Q-Learning"

>E. Greensmith, P. L. Bartlett, and J. Baxter 70KB 
106KB 

  "Variance Reduction Techniques for Gradient Estimates in Reinforcement Learning"

>G. Z. Grudic and L. H. Ungar 63KB 
50KB 

  "Rates of Convergence of Performance Gradient Estimates Using Function Approximation and Bias in Reinforcement Learning"

>C. Guestrin, D. Koller, and R. Parr 102KB 
224KB 

  "Multiagent Planning with Factored MDPs"

>S. Kakade 66KB 
90KB 

  "A Natural Policy Gradient"

>S. Koenig and M. Likhachev 73KB 
110KB 

  "Incremental A*"

>M. G. Lagoudakis and R. Parr 74KB 
61KB 

  "Model-Free Least-Squares Policy Iteration"

>M. L. Littman, R. S. Sutton, and S. Singh 60KB 
154KB 

  "Predictive Representations of State"

>S. Mannor and N. Shimkin 67KB 
153KB 

  "The Steering Approach for Multi-Criteria Reinforcement Learning"

>R. Munos 58KB 
65KB 

  "Efficient Resources Allocation for Markov Decision Processes"

>D. Schuurmans and R. Patrascu 62KB 
38KB 

  "Direct value-approximation for factored MDPs"

>X. Wang and T. G. Dietterich 65KB 
70KB 

  "Stabilizing Value Function Approximation with the BFBP Algorithm"

All papers should be cited as: in T. G. Dietterich, S. Becker, and Z. Ghahramani (eds.) Advances in Neural Information Processing Systems 14. MIT Press, Cambridge, MA, 2002.

This page was produced by http://bib2web.djvuzone.org designed by Yann LeCun, Florin Nicsa, and Jeffery Triggs