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Jeff Schneider

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14631mainenTask-level Training Signals for Learning Controllersshow
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14705mainenHigh Dimension Action Spaces in Robot Skill Learningshow
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15941mainenViziershow
16193mainenBelief State Approaches to Signaling Alarms in Surveillance Systemsshow
16598mainenAuton Lab Facultyshow
10498mainencGraphshow
14711mainenAlias Detection in Link Data Setsshow
14645mainenAlias Detection in Link Data Setsshow
14673mainenSemantic based Biomedical Image Indexing and Retrievalshow
14624mainenA Comparison of Statistical and Machine Learning Algorithms on the Task of Link Completionshow
14625mainenCovariant Policy Searchshow
14626mainenPolicy Search by Dynamic Programmingshow
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
14640mainenStochastic Link and Group Detectionshow
14671mainenReal-valued All-Dimensions search: Low-overhead rapid searching over subsets of attributesshow
14677mainenActive Learning in Discrete Input Spacesshow
14621mainenSolving Uncertain Markov Decision Problemsshow
14672mainenClassification-Driven Pathological Neuroimage Retrieval Using Statistical Asymmetry Measuresshow
14678mainenAutonomous Helicopter Control using Reinforcement Learning Policy Search Methodsshow
14679mainenReinforcement Learning for Cooperating and Communicating Reactive Agents in Electrical Power Gridsshow
14641mainenDistributed Value Functionsshow
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
14692mainenEfficient Locally Weighted Polynomial Regression Predictionsshow
14693mainenMemory based Stochastic Optimization for Validation and Tuning of Function Approximatorsshow
14697mainenMemory-based Stochastic Optimizationshow
17421mainenDetecting Anomalous Records in Categorical Datasetsshow
17325mainenEfficiently Computing Minimax Expected-Size Confidence Regionsshow
16144mainenActive Learning For Identifying Function Threshold Boundariesshow
17326mainenMapping the Cosmological Confidence Ball Surfaceshow
18228mainenActively Learning Level-Sets of Composite Functionsshow
18478mainenAnomaly Pattern Detection in Categorical Datasetsshow
19030mainenLearning Linear Dynamical Systems without Sequence Informationshow
17457mainenA Study into Detection of Bio-Events in Multiple Streams of Surveillance Datashow
19394mainenTemporal Collaborative Filtering with Bayesian Probabilistic Tensor Factorizationshow
19395mainenLearning Compressible Modelsshow
18682mainenLearning the Semantic Correlation: An Alternative Way to Gain from Unlabeled Textshow
19481mainenLearning Nonlinear Dynamic Models from Non-sequenced Datashow
19581mainenProjection Penalties: Dimension Reduction without Lossshow
19778mainenLearning Multiple Tasks with a Sparse Matrix-Normal Penaltyshow
19702mainenDiscovering Complex Anomalous Patternsshow
20137mainenMulti-label Output Codes using Canonical Correlation Analysisshow
20102mainenHierarchical Probabilistic Models for Group Anomaly Detectionshow
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3778mainenAuton Lab Peopleshow
20272mainenNonparametric Divergence Estimators for Independent Subspace Analysisshow
20287mainenNonparametric divergence estimation with applications to machine learning on distributionsshow
20100mainenOn the Estimation of alpha-Divergencesshow
20361mainenLearning Dynamic Models from Non-sequenced Datashow
20465mainenGroup Anomaly Detection using Flexible Genre Modelsshow
20247mainenNonparametric Divergence Estimation for Machine Learning on Distributionsshow
20459mainenDirect Robust Matrix Factorizationshow
20506mainenRobust Nonparametric Copula Based Dependence Estimatorsshow
20556mainenLearning Auto-regressive Models from Sequence and Non-sequence Datashow
20321mainenGroup Anomaly Detection Softwareshow
20618mainenNonparametric Estimation of Conditional Information and Divergencesshow
20612mainenSupport Distribution Machinesshow
20734mainenSource Code: Multi-Label Output Codes using Canonical Correlation Analysisshow
20680mainenNonparametric Kernel Estimators for Image Classificationshow
20466mainenNonparametric Divergence Estimationshow
20757mainenActive Model Fittingshow
20778mainenCopula-based Kernel Dependency Measuresshow
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