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 Wed Dec 05, 2012

Time Harrah’s Special Events Center 2nd Floor
07:00 PM (Posters)
Dynamic Pruning of Factor Graphs for Maximum Marginal Prediction Harrah’s Special Events Center 2nd Floor #None
Local Supervised Learning through Space Partitioning Harrah’s Special Events Center 2nd Floor #None
Super-Bit Locality-Sensitive Hashing Harrah’s Special Events Center 2nd Floor #None
Random Utility Theory for Social Choice: Theory and Algorithms Harrah’s Special Events Center 2nd Floor #None
Learning Networks of Heterogeneous Influence Harrah’s Special Events Center 2nd Floor #None
Mandatory Leaf Node Prediction in Hierarchical Multilabel Classification Harrah’s Special Events Center 2nd Floor #None
Classification Calibration Dimension for General Multiclass Losses Harrah’s Special Events Center 2nd Floor #None
Multi-task Vector Field Learning Harrah’s Special Events Center 2nd Floor #None
Automatic Feature Induction for Stagewise Collaborative Filtering Harrah’s Special Events Center 2nd Floor #None
Proper losses for learning from partial labels Harrah’s Special Events Center 2nd Floor #None
Context-Sensitive Decision Forests for Object Detection Harrah’s Special Events Center 2nd Floor #None
FastEx: Fast Clustering with Exponential Families Harrah’s Special Events Center 2nd Floor #None
Human memory search as a random walk in a semantic network Harrah’s Special Events Center 2nd Floor #None
Learning as MAP Inference in Discrete Graphical Models Harrah’s Special Events Center 2nd Floor #None
Probabilistic Topic Coding for Superset Label Learning Harrah’s Special Events Center 2nd Floor #None
Privacy Aware Learning Harrah’s Special Events Center 2nd Floor #None
Structured learning of Gaussian graphical models Harrah’s Special Events Center 2nd Floor #None
Variational Inference for Crowdsourcing Harrah’s Special Events Center 2nd Floor #None
MCMC for continuous-time discrete-state systems Harrah’s Special Events Center 2nd Floor #None
Topology Constraints in Graphical Models Harrah’s Special Events Center 2nd Floor #None
Weighted Likelihood Policy Search with Model Selection Harrah’s Special Events Center 2nd Floor #None
Distributed Non-Stochastic Experts Harrah’s Special Events Center 2nd Floor #None
Learning Mixtures of Tree Graphical Models Harrah’s Special Events Center 2nd Floor #None
Unsupervised Structure Discovery for Semantic Analysis of Audio Harrah’s Special Events Center 2nd Floor #None
A Marginalized Particle Gaussian Process Regression Harrah’s Special Events Center 2nd Floor #None
Large Scale Distributed Deep Networks Harrah’s Special Events Center 2nd Floor #None
A Spectral Algorithm for Latent Dirichlet Allocation Harrah’s Special Events Center 2nd Floor #None
Factorial LDA: Sparse Multi-Dimensional Text Models Harrah’s Special Events Center 2nd Floor #None
Graphical Models via Generalized Linear Models Harrah’s Special Events Center 2nd Floor #None
Co-Regularized Hashing for Multimodal Data Harrah’s Special Events Center 2nd Floor #None
Communication-Efficient Algorithms for Statistical Optimization Harrah’s Special Events Center 2nd Floor #None
Bayesian nonparametric models for ranked data Harrah’s Special Events Center 2nd Floor #None
Feature-aware Label Space Dimension Reduction for Multi-label Classification Harrah’s Special Events Center 2nd Floor #None
Multiclass Learning with Simplex Coding Harrah’s Special Events Center 2nd Floor #None
Relax and Randomize : From Value to Algorithms Harrah’s Special Events Center 2nd Floor #None
No-Regret Algorithms for Unconstrained Online Convex Optimization Harrah’s Special Events Center 2nd Floor #None
Majorization for CRFs and Latent Likelihoods Harrah’s Special Events Center 2nd Floor #None
A Linear Time Active Learning Algorithm for Link Classification Harrah’s Special Events Center 2nd Floor #None
Mirror Descent Meets Fixed Share (and feels no regret) Harrah’s Special Events Center 2nd Floor #None
Affine Independent Variational Inference Harrah’s Special Events Center 2nd Floor #None
Symmetric Correspondence Topic Models for Multilingual Text Analysis Harrah’s Special Events Center 2nd Floor #None
Sketch-Based Linear Value Function Approximation Harrah’s Special Events Center 2nd Floor #None
Scalable Inference of Overlapping Communities Harrah’s Special Events Center 2nd Floor #None
Confusion-Based Online Learning and a Passive-Aggressive Scheme Harrah’s Special Events Center 2nd Floor #None
Augment-and-Conquer Negative Binomial Processes Harrah’s Special Events Center 2nd Floor #None
Regularized Off-Policy TD-Learning Harrah’s Special Events Center 2nd Floor #None
Ancestor Sampling for Particle Gibbs Harrah’s Special Events Center 2nd Floor #None
Modelling Reciprocating Relationships with Hawkes processes Harrah’s Special Events Center 2nd Floor #None
Multilabel Classification using Bayesian Compressed Sensing Harrah’s Special Events Center 2nd Floor #None
A Neural Autoregressive Topic Model Harrah’s Special Events Center 2nd Floor #None
Near-Optimal MAP Inference for Determinantal Point Processes Harrah’s Special Events Center 2nd Floor #None
Identifiability and Unmixing of Latent Parse Trees Harrah’s Special Events Center 2nd Floor #None
Kernel Hyperalignment Harrah’s Special Events Center 2nd Floor #None
Multiclass Learning Approaches: A Theoretical Comparison with Implications Harrah’s Special Events Center 2nd Floor #None
Clustering Sparse Graphs Harrah’s Special Events Center 2nd Floor #None
Bayesian Pedigree Analysis using Measure Factorization Harrah’s Special Events Center 2nd Floor #None
Distributed Probabilistic Learning for Camera Networks with Missing Data Harrah’s Special Events Center 2nd Floor #None
A nonparametric variable clustering model Harrah’s Special Events Center 2nd Floor #None
Priors for Diversity in Generative Latent Variable Models Harrah’s Special Events Center 2nd Floor #None
Hierarchical spike coding of sound Harrah’s Special Events Center 2nd Floor #None
Transferring Expectations in Model-based Reinforcement Learning Harrah’s Special Events Center 2nd Floor #None
On the (Non-)existence of Convex, Calibrated Surrogate Losses for Ranking Harrah’s Special Events Center 2nd Floor #None
Probabilistic Event Cascades for Alzheimer's disease Harrah’s Special Events Center 2nd Floor #None
Near Optimal Chernoff Bounds for Markov Decision Processes Harrah’s Special Events Center 2nd Floor #None
A latent factor model for highly multi-relational data Harrah’s Special Events Center 2nd Floor #None
Mixability in Statistical Learning Harrah’s Special Events Center 2nd Floor #None
Discriminative Learning of Sum-Product Networks Harrah’s Special Events Center 2nd Floor #None
Dimensionality Dependent PAC-Bayes Margin Bound Harrah’s Special Events Center 2nd Floor #None