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Andrew Moore

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10385mainenSBNSshow
10432mainenCuevas CFF Clusteringshow
10452mainenMDP and Reinforcement Learning Visualizationshow
10474mainenScan Statisticsshow
14615mainenVariable Resolution Reinforcement Learningshow
14616mainenKnowledge of Knowledge and Intelligent Experimentation for Learning Controlshow
14619mainenLearning Robotic Control: PhD. Thesis Proposalshow
14628mainenVariable Resolution Dynamic Programming: Efficiently Learning Action Maps in Multivariate Real-valued State-spacesshow
14629mainenFast, Robust Adaptive Control by Learning only Forward Modelsshow
14630mainenAcquisition of Dynamic Control Knowledge for a Robotic Manipulatorshow
14660mainenThe Anchors Hierarchy: Using the Triangle Inequality to Survive High-Dimensional Datashow
14665mainenA tutorial on kd-treesshow
14669mainenVery Fast EM-based Mixture Model Clustering Using Multiresolution KD-treesshow
14700mainenA short tutorial note on computing information gain from countsshow
14712mainenEfficient Memory-based Learning for Robot Controlshow
14757mainenFinding Optimal Bayesian Networks by Dynamic Programmingshow
10458mainenDense Association Rulesshow
10506mainenk-groups/GDAshow
10490mainenWSAREshow
15867mainenAnomalous Spatial Cluster Detectionshow
15941mainenViziershow
16063mainenVariable KD-Tree Algorithms for Spatial Pattern Search and Discoveryshow
15868mainenDetecting Anomalous Patterns in Pharmacy Retail Datashow
16193mainenBelief State Approaches to Signaling Alarms in Surveillance Systemsshow
15962mainenAlias Detection Datasetsshow
15958mainenOptimal Reinsertion Datasetsshow
16343mainenActivity From Demographics and Linksshow
10538mainenlr_trirlsshow
10448mainenconvertshow
16598mainenAuton Lab Facultyshow
16454mainenScalable and Robust Group Discovery on Large Transactional Data (XGDA)show
16630mainenA Bayesian spatial scan statisticshow
15970mainenDynamic Social Network Analysis using Latent Space Modelsshow
16631mainenA Bayesian scan statistic for spatial cluster detectionshow
10530mainenBayes Net Learnershow
10498mainencGraphshow
16839mainenAutonomous Visualizationshow
16663mainenMonitoring Food Safety by Detecting Patterns in Consumer Complaintsshow
14716mainenDependency Trees in Sub-linear Time and Bounded Memoryshow
14675mainenDetecting Significant Multidimensional Spatial Clustersshow
14680mainenEfficiently Identifying Close Track/Observation Pairs in Continuous Timed Datashow
14707mainenFast Inference and Learning in Large-State-Space HMMsshow
14710mainenMaking Logistic Regression A Core Data Mining Tool: A Practical Investigation of Accuracy, Speed, and Simplicityshow
14711mainenAlias Detection in Link Data Setsshow
14715mainenA Multiple Tree Algorithm for the Efficient Association of Asteroid Observationsshow
14717mainenMaking Logistic Regression A Core Data Mining Tool With TR-IRLSshow
14644mainenTractable Learning of Large Bayes Net Structures from Sparse Datashow
14645mainenAlias Detection in Link Data Setsshow
14667mainenRapid Detection of Significant Spatial Clustersshow
14668mainenThe IOC algorithm: Efficient Many-Class Non-parametric Classification for High-Dimensional Datashow
14673mainenSemantic based Biomedical Image Indexing and Retrievalshow
14674mainenActive Learning for Anomaly and Rare-Category Detectionshow
14676mainenFast Nonlinear Regression via Eigenimages Applied to Galactic Morphologyshow
14708mainenHigh-Dimensional Probabilistic Classification for Drug Discoveryshow
14714mainenAn Investigation of Practical Approximate Nearest Neighbor Algorithmsshow
14618mainenFast Robust Logistic Regression for Large Sparse Datasets with Binary Outputsshow
14624mainenA Comparison of Statistical and Machine Learning Algorithms on the Task of Link Completionshow
14632mainenProbabilistic Noise Identification and Data Cleaningshow
14633mainencGraph: A Fast Graph-Based Method for Link Analysis and Queriesshow
14634mainenFinding Underlying Connections: A Fast Graph-Based Method for Link Analysis and Collaboration Queriesshow
14635mainenTractable Group Detection on Large Link Data Setsshow
14636mainenOptimal Reinsertion: A new search operator for accelerated and more accurate Bayesian network structure learningshow
14637mainenWhat's Strange About Recent Eventsshow
14639mainenEmpirical Bayes Screening for Link Analysisshow
14642mainenBayesian Network Anomaly Pattern Detection for Disease Outbreaksshow
14648mainenA Fast Multi-Resolution Method for Detection of Significant Spatial Overdensitiesshow
14649mainenEfficient Exact k-NN and Nonparametric Classification in High Dimensionsshow
14650mainenRapid Evaluation of Multiple Density Modelsshow
14666mainenA Fast Multi-Resolution Method for Detection of Significant Spatial Disease Clustersshow
14605mainenVariable Resolution Discretization in Optimal Controlshow
14638mainenSummary of Biosurveillance-relevant statistical and data mining technologiesshow
14622mainenRule-based Anomaly Pattern Detection for Detecting Disease Outbreaksshow
14640mainenStochastic Link and Group Detectionshow
14651mainenEfficient Algorithms for Non-Parametric Clustering with Cluttershow
14653mainenInterpolating Conditional Density Treesshow
14654mainenUsing Tarjan's Red Rule for Fast Dependency Tree Constructionshow
14671mainenReal-valued All-Dimensions search: Low-overhead rapid searching over subsets of attributesshow
14677mainenActive Learning in Discrete Input Spacesshow
14607mainenDirect Policy Search using Paired Statistical Testsshow
14656mainenMixtures of Rectangles: Interpretable Soft Clusteringshow
14657mainenRepairing Faulty Mixture Models using Density Estimationshow
14658mainenN-Body Problems in Statistical Learningshow
14672mainenClassification-Driven Pathological Neuroimage Retrieval Using Statistical Asymmetry Measuresshow
14679mainenReinforcement Learning for Cooperating and Communicating Reactive Agents in Electrical Power Gridsshow
14646mainenA Nonparametric Approach to Noisy and Costly Optimizationshow
14652mainenCondensed Representations for computationally tractable data mining of massive sky surveysshow
14659mainenA Dynamic Adaptation of AD-trees for Efficient Machine Learning on Large Data Setsshow
14661mainenX-means: Extending K-means with Efficient Estimation of the Number of Clustersshow
14662mainenLearning Filamentsshow
14664mainenMixnets: Learning Bayesian Networks with mixtures of discrete and continuous attributesshow
14608mainenBayesian Networks for Lossless Dataset Compressionshow
14609mainenEfficient Multi-Object Dynamic Query Histogramsshow
14610mainenInfluence and Variance of a Markov Chain: Application to adaptive discretization in optimal controlshow
14611mainenVariable Resolution discretizations for high-accuracy solutions of optimal control problemsshow
14641mainenDistributed Value Functionsshow
14663mainenAccelerating Exact k-means Algorithms with Geometric Reasoningshow
14670mainenAccelerating Exact k-means Algorithms with Geometric Reasoning (Extended version)show
14681mainenMulti-Value-Functions: Efficient Automatic Action Hierarchies for Multiple Goal MDPsshow
14612mainenApplying online search techniques to Continuous-State reinforcement learningshow
14647mainenAD-trees for Fast Counting and for Fast Learning of Association Rulesshow
14682mainenLearning Evaluation Functions for Global Optimization and Boolean Satisfiabilityshow
14687mainenCached Sufficient Statistics for Efficient Machine Learning with Large Datasetsshow
14688mainenQ2: Memory-based active learning for optimizing noisy continuous functionsshow
14689mainenValue Function Based Production Schedulingshow
14606mainenSimulation-based optimization of a stochastic product coating problem using hash-table cacheing of costsshow
14620mainenA tutorial on using the Vizier memory-based learning systemshow
14683mainenLocally Weighted Learning for Controlshow
14684mainenUsing Prediction to Improve Combinatorial Optimization Searchshow
14691mainenLocally Weighted Learningshow
14692mainenEfficient Locally Weighted Polynomial Regression Predictionsshow
14694mainenThe Racing Algorithm: Model Selection for Lazy Learnersshow
14685mainenAlgorithms for Approximating Optimal Value Functions in Acyclic Domainsshow
14686mainenReinforcement Learning: A Surveyshow
14697mainenMemory-based Stochastic Optimizationshow
14614mainenProceedings of the Workshop on Value Function Approximation, Machine Learning Conference 1995.show
14695mainenAn Empirical Investigation of Brute Force to choose Features, Smoothers and Function Approximatorsshow
14696mainenGeneralization in Reinforcement Learning: Safely Approximating the Value Functionshow
14698mainenLearning Automated Product Recommendations Without Observable Features: An Initial Investigationshow
14699mainenThe Parti-game Algorithm for Variable Resolution Reinforcement Learning in Multidimensional State-spacesshow
14701mainenMultiresolution Instance-based Learningshow
14702mainenHoeffding Races: Accelerating Model Selection Search for Classification and Function Approximationshow
14704mainenEfficient Algorithms for Minimizing Cross Validation Errorshow
14706mainenThe Parti-game Algorithm for Variable Resolution Reinforcement Learning in Multidimensional State-spacesshow
14703mainenPrioritized Sweeping: Reinforcement Learning with Less Data and Less Real Timeshow
14617mainenMemory-based Reinforcement Learning: Efficient Computation with Prioritized Sweepingshow
14627mainenExperiments in Adaptive State Space Roboticsshow
17408mainenA Tractable Approach to Finding Closest Truncated-commute-time Neighbors in Large Graphsshow
10453mainenDense Logistic Regressionshow
10400mainenSparse Logistic Regressionshow
17458mainenSequential Update of ADtreesshow
17610mainenFast State Discovery for HMM Model Selection and Learningshow
10377mainenK-meansshow
18382mainenFast Incremental Proximity Search in Large Graphsshow
10378mainennptshow
18832mainenFast Dynamic Reranking in Large Graphsshow
16020mainenEfficient Analytics for Effective Monitoring of Biomedical Securityshow
10416mainenAFDL (Activity From Demographics and Links)show
10542mainenXGDA Learnshow
10395mainenSimple kd-Trees Source Codeshow
10466mainenFast EM Clusteringshow
16478mainenFast Classifiersshow
10440mainenDense Naive Bayes Classifiershow
10408mainenSparse K Nearest Neighborshow
10424mainenSparse Naive Bayes Classifiershow
10482mainenSimple kd-Treesshow
10522mainenDense K Nearest Neighborshow
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