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 Mon Dec 03, 2012

Time Harrah’s Special Events Center 2nd Floor
07:00 PM (Posters)
Feature Clustering for Accelerating Parallel Coordinate Descent Harrah’s Special Events Center 2nd Floor #None
Multi-scale Hyper-time Hardware Emulation of Human Motor Nervous System Based on Spiking Neurons using FPGA Harrah’s Special Events Center 2nd Floor #None
Learning the Dependency Structure of Latent Factors Harrah’s Special Events Center 2nd Floor #None
The Bethe Partition Function of Log-supermodular Graphical Models Harrah’s Special Events Center 2nd Floor #None
High-dimensional Nonparanormal Graph Estimation via Smooth-projected Neighborhood Pursuit Harrah’s Special Events Center 2nd Floor #None
Coding efficiency and detectability of rate fluctuations with non-Poisson neuronal firing Harrah’s Special Events Center 2nd Floor #None
The representer theorem for Hilbert spaces: a necessary and sufficient condition Harrah’s Special Events Center 2nd Floor #None
Optimal kernel choice for large-scale two-sample tests Harrah’s Special Events Center 2nd Floor #None
On the connections between saliency and tracking Harrah’s Special Events Center 2nd Floor #None
How They Vote: Issue-Adjusted Models of Legislative Behavior Harrah’s Special Events Center 2nd Floor #None
Spiking and saturating dendrites differentially expand single neuron computation capacity. Harrah’s Special Events Center 2nd Floor #None
Assessing Blinding in Clinical Trials Harrah’s Special Events Center 2nd Floor #None
Scalable nonconvex inexact proximal splitting Harrah’s Special Events Center 2nd Floor #None
Ensemble weighted kernel estimators for multivariate entropy estimation Harrah’s Special Events Center 2nd Floor #None
Nonconvex Penalization, Levy Processes and Concave Conjugates Harrah’s Special Events Center 2nd Floor #None
A Scalable CUR Matrix Decomposition Algorithm: Lower Time Complexity and Tighter Bound Harrah’s Special Events Center 2nd Floor #None
Density-Difference Estimation Harrah’s Special Events Center 2nd Floor #None
Wavelet based multi-scale shape features on arbitrary surfaces for cortical thickness discrimination Harrah’s Special Events Center 2nd Floor #None
Synchronization can Control Regularization in Neural Systems via Correlated Noise Processes Harrah’s Special Events Center 2nd Floor #None
Controlled Recognition Bounds for Visual Learning and Exploration Harrah’s Special Events Center 2nd Floor #None
Towards a learning-theoretic analysis of spike-timing dependent plasticity Harrah’s Special Events Center 2nd Floor #None
Why MCA? Nonlinear Spike-and-slab Sparse Coding for Neurally Plausible Image Encoding Harrah’s Special Events Center 2nd Floor #None
Learning Halfspaces with the Zero-One Loss: Time-Accuracy Tradeoffs Harrah’s Special Events Center 2nd Floor #None
Analog readout for optical reservoir computers Harrah’s Special Events Center 2nd Floor #None
Angular Quantization based Binary Codes for Fast Similarity Search Harrah’s Special Events Center 2nd Floor #None
Neurally Plausible Reinforcement Learning of Working Memory Tasks Harrah’s Special Events Center 2nd Floor #None
Clustering Aggregation as Maximum-Weight Independent Set Harrah’s Special Events Center 2nd Floor #None
Compressive Sensing MRI with Wavelet Tree Sparsity Harrah’s Special Events Center 2nd Floor #None
3D Gaze Concurrences from Head-mounted Cameras Harrah’s Special Events Center 2nd Floor #None
The Lovasz $\theta$ function, SVMs and finding large dense subgraphs Harrah’s Special Events Center 2nd Floor #None
Clustering by Nonnegative Matrix Factorization Using Graph Random Walk Harrah’s Special Events Center 2nd Floor #None
Learning Multiple Tasks using Shared Hypotheses Harrah’s Special Events Center 2nd Floor #None
Q-MKL: Matrix-induced Regularization in Multi-Kernel Learning with Applications to Neuroimaging Harrah’s Special Events Center 2nd Floor #None
Efficient coding connects prior and likelihood function in perceptual Bayesian inference Harrah’s Special Events Center 2nd Floor #None
Efficient Sampling for Bipartite Matching Problems Harrah’s Special Events Center 2nd Floor #None
Fusion with Diffusion for Robust Visual Tracking Harrah’s Special Events Center 2nd Floor #None
Learned Prioritization for Trading Off Accuracy and Speed Harrah’s Special Events Center 2nd Floor #None
Dip-means: an incremental clustering method for estimating the number of clusters Harrah’s Special Events Center 2nd Floor #None
Symbolic Dynamic Programming for Continuous State and Observation POMDPs Harrah’s Special Events Center 2nd Floor #None
Bayesian Probabilistic Co-Subspace Addition Harrah’s Special Events Center 2nd Floor #None
A lattice filter model of the visual pathway Harrah’s Special Events Center 2nd Floor #None
Bayesian Nonparametric Maximum Margin Matrix Factorization for Collaborative Prediction Harrah’s Special Events Center 2nd Floor #None
Iterative Thresholding Algorithm for Sparse Inverse Covariance Estimation Harrah’s Special Events Center 2nd Floor #None
Multiresolution analysis on the symmetric group Harrah’s Special Events Center 2nd Floor #None
Isotropic Hashing Harrah’s Special Events Center 2nd Floor #None
Burn-in, bias, and the rationality of anchoring Harrah’s Special Events Center 2nd Floor #None
Waveform Driven Plasticity in BiFeO3 Memristive Devices: Model and Implementation Harrah’s Special Events Center 2nd Floor #None
A System for Predicting Action Content On-Line and in Real Time before Action Onset in Humans – an Intracranial Study Harrah’s Special Events Center 2nd Floor #None
Generalization Bounds for Domain Adaptation Harrah’s Special Events Center 2nd Floor #None
Learning curves for multi-task Gaussian process regression Harrah’s Special Events Center 2nd Floor #None
Mixing Properties of Conditional Markov Chains with Unbounded Feature Functions Harrah’s Special Events Center 2nd Floor #None
Persistent Homology for Learning Densities with Bounded Support Harrah’s Special Events Center 2nd Floor #None
MAP Inference in Chains using Column Generation Harrah’s Special Events Center 2nd Floor #None
Homeostatic plasticity in Bayesian spiking networks as Expectation Maximization with posterior constraints Harrah’s Special Events Center 2nd Floor #None
Efficient Monte Carlo Counterfactual Regret Minimization in Games with Many Player Actions Harrah’s Special Events Center 2nd Floor #None
Meta-Gaussian Information Bottleneck Harrah’s Special Events Center 2nd Floor #None
The Coloured Noise Expansion and Parameter Estimation of Diffusion Processes Harrah’s Special Events Center 2nd Floor #None
Bayesian estimation of discrete entropy with mixtures of stick-breaking priors Harrah’s Special Events Center 2nd Floor #None
Learning the Architecture of Sum-Product Networks Using Clustering on Variables Harrah’s Special Events Center 2nd Floor #None
Tractable Objectives for Robust Policy Optimization Harrah’s Special Events Center 2nd Floor #None
Algorithms for Learning Markov Field Policies Harrah’s Special Events Center 2nd Floor #None
Slice sampling normalized kernel-weighted completely random measure mixture models Harrah’s Special Events Center 2nd Floor #None
Online L1-Dictionary Learning with Application to Novel Document Detection Harrah’s Special Events Center 2nd Floor #None
Rational inference of relative preferences Harrah’s Special Events Center 2nd Floor #None
Action-Model Based Multi-agent Plan Recognition Harrah’s Special Events Center 2nd Floor #None
A Divide-and-Conquer Method for Sparse Inverse Covariance Estimation Harrah’s Special Events Center 2nd Floor #None
A Simple and Practical Algorithm for Differentially Private Data Release Harrah’s Special Events Center 2nd Floor #None
On the Sample Complexity of Robust PCA Harrah’s Special Events Center 2nd Floor #None
Supervised Learning with Similarity Functions Harrah’s Special Events Center 2nd Floor #None
Approximate Message Passing with Consistent Parameter Estimation and Applications to Sparse Learning Harrah’s Special Events Center 2nd Floor #None
A P300 BCI for the Masses: Prior Information Enables Instant Unsupervised Spelling Harrah’s Special Events Center 2nd Floor #None
A Polynomial-time Form of Robust Regression Harrah’s Special Events Center 2nd Floor #None
Exponential Concentration for Mutual Information Estimation with Application to Forests Harrah’s Special Events Center 2nd Floor #None
Efficient Reinforcement Learning for High Dimensional Linear Quadratic Systems Harrah’s Special Events Center 2nd Floor #None
Learning visual motion in recurrent neural networks Harrah’s Special Events Center 2nd Floor #None
Perceptron Learning of SAT Harrah’s Special Events Center 2nd Floor #None
Deep Neural Networks Segment Neuronal Membranes in Electron Microscopy Images Harrah’s Special Events Center 2nd Floor #None
Scalable imputation of genetic data with a discrete fragmentation-coagulation process Harrah’s Special Events Center 2nd Floor #None
Sparse Approximate Manifolds for Differential Geometric MCMC Harrah’s Special Events Center 2nd Floor #None
Cardinality Restricted Boltzmann Machines Harrah’s Special Events Center 2nd Floor #None
Submodular Bregman Divergences with Applications Harrah’s Special Events Center 2nd Floor #None
Practical Bayesian Optimization of Machine Learning Algorithms Harrah’s Special Events Center 2nd Floor #None
The Time-Marginalized Coalescent Prior for Hierarchical Clustering Harrah’s Special Events Center 2nd Floor #None
Recognizing Activities by Attribute Dynamics Harrah’s Special Events Center 2nd Floor #None
A Nonparametric Conjugate Prior Distribution for the Maximizing Argument of a Noisy Function Harrah’s Special Events Center 2nd Floor #None
Projection Retrieval for Classification Harrah’s Special Events Center 2nd Floor #None
One Permutation Hashing Harrah’s Special Events Center 2nd Floor #None
Near-optimal Differentially Private Principal Components Harrah’s Special Events Center 2nd Floor #None
Tight Bounds on Redundancy and Distinguishability of Label-Invariant Distributions Harrah’s Special Events Center 2nd Floor #None
Convergence and Energy Landscape for Cheeger Cut Clustering Harrah’s Special Events Center 2nd Floor #None

 Tue Dec 04, 2012

Time Harrah’s Special Events Center 2nd Floor
07:00 PM (Posters)
Convergence Rate Analysis of MAP Coordinate Minimization Algorithms Harrah’s Special Events Center 2nd Floor #None