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Poster
Thu Dec 06 02:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Efficient Spike-Coding with Multiplicative Adaptation in a Spike Response Model
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Poster
Thu Dec 06 02:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Searching for objects driven by context
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Poster
Thu Dec 06 02:00 PM -- 06:00 PM (PST)
ImageNet Classification with Deep Convolutional Neural Networks
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Poster
Thu Dec 06 02:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Complex Inference in Neural Circuits with Probabilistic Population Codes and Topic Models
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Poster
Thu Dec 06 02:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Latent Coincidence Analysis: A Hidden Variable Model for Distance Metric Learning
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Poster
Thu Dec 06 02:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Imitation Learning by Coaching
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Poster
Thu Dec 06 02:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Trajectory-Based Short-Sighted Probabilistic Planning
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Poster
Thu Dec 06 02:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Entropy Estimations Using Correlated Symmetric Stable Random Projections
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Poster
Thu Dec 06 02:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Cost-Sensitive Exploration in Bayesian Reinforcement Learning
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Poster
Thu Dec 06 02:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Deep Learning of invariant features via tracked video sequences
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Poster
Thu Dec 06 02:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Bayesian Nonparametric Modeling of Suicide Attempts
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Poster
Thu Dec 06 02:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Gradient Weights help Nonparametric Regressors
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Poster
Thu Dec 06 02:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
How Prior Probability Influences Decision Making: A Unifying Probabilistic Model
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Poster
Thu Dec 06 02:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Forging The Graphs: A Low Rank and Positive Semidefinite Graph Learning Approach
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Poster
Thu Dec 06 02:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Learning with Recursive Perceptual Representations
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Poster
Thu Dec 06 02:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Link Prediction in Graphs with Autoregressive Features
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Poster
Thu Dec 06 02:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Topic-Partitioned Multinetwork Embeddings
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Poster
Thu Dec 06 02:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Learning Label Trees for Probabilistic Modelling of Implicit Feedback
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Poster
Thu Dec 06 02:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Bayesian n-Choose-k Models for Classification and Ranking
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Poster
Thu Dec 06 02:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Exact and Stable Recovery of Sequences of Signals with Sparse Increments via Differential ℓ1-Minimization
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Poster
Thu Dec 06 02:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Compressive neural representation of sparse, high-dimensional probabilities
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Poster
Thu Dec 06 02:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
CPRL -- An Extension of Compressive Sensing to the Phase Retrieval Problem
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Poster
Thu Dec 06 02:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Query Complexity of Derivative-Free Optimization
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Poster
Thu Dec 06 02:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Non-linear Metric Learning
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Poster
Thu Dec 06 02:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Learning Manifolds with K-Means and K-Flats
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Poster
Thu Dec 06 02:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Iterative ranking from pair-wise comparisons
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Poster
Thu Dec 06 02:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Strategic Impatience in Go/NoGo versus Forced-Choice Decision-Making
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Poster
Thu Dec 06 02:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Learning optimal spike-based representations
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Poster
Thu Dec 06 02:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Multiple Operator-valued Kernel Learning
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Poster
Thu Dec 06 02:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Newton-Like Methods for Sparse Inverse Covariance Estimation
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Poster
Thu Dec 06 02:00 PM -- 06:00 PM (PST) @ Harrah’s Special Events Center 2nd Floor
Learning from the Wisdom of Crowds by Minimax Entropy
Poster
Thu Dec 06 02:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Collaborative Ranking With 17 Parameters
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Poster
Thu Dec 06 02:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Nonparanormal Belief Propagation (NPBP)
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Poster
Thu Dec 06 02:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Gradient-based kernel method for feature extraction and variable selection
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Poster
Thu Dec 06 02:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Reducing statistical time-series problems to binary classification
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Poster
Thu Dec 06 02:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Coupling Nonparametric Mixtures via Latent Dirichlet Processes
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Poster
Thu Dec 06 02:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Pointwise Tracking the Optimal Regression Function
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Poster
Thu Dec 06 02:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Delay Compensation with Dynamical Synapses
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Poster
Thu Dec 06 02:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Identification of Recurrent Patterns in the Activation of Brain Networks
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Poster
Thu Dec 06 02:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Factoring nonnegative matrices with linear programs
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Poster
Thu Dec 06 02:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Recovery of Sparse Probability Measures via Convex Programming
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Poster
Thu Dec 06 02:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
The topographic unsupervised learning of natural sounds in the auditory cortex
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Poster
Thu Dec 06 02:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
On the Use of Non-Stationary Policies for Stationary Infinite-Horizon Markov Decision Processes
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Poster
Thu Dec 06 02:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Bayesian nonparametric models for bipartite graphs
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Poster
Thu Dec 06 02:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Dual-Space Analysis of the Sparse Linear Model
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Poster
Thu Dec 06 02:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Online Regret Bounds for Undiscounted Continuous Reinforcement Learning
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Poster
Thu Dec 06 02:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Multiple Choice Learning: Learning to Produce Multiple Structured Outputs
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Poster
Thu Dec 06 02:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Semi-Crowdsourced Clustering: Generalizing Crowd Labeling by Robust Distance Metric Learning
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Poster
Thu Dec 06 02:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Natural Images, Gaussian Mixtures and Dead Leaves
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Poster
Thu Dec 06 02:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Nonparametric Reduced Rank Regression
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Poster
Thu Dec 06 02:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Monte Carlo Methods for Maximum Margin Supervised Topic Models
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Poster
Thu Dec 06 02:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Collaborative Gaussian Processes for Preference Learning
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Poster
Thu Dec 06 02:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Probabilistic Low-Rank Subspace Clustering
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Poster
Thu Dec 06 02:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Parametric Local Metric Learning for Nearest Neighbor Classification
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Poster
Thu Dec 06 02:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Selecting Diverse Features via Spectral Regularization
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Poster
Thu Dec 06 02:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Bayesian models for Large-scale Hierarchical Classification
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Poster
Thu Dec 06 02:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Sparse Prediction with the $k$-Support Norm
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Poster
Thu Dec 06 02:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Joint Modeling of a Matrix with Associated Text via Latent Binary Features
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Poster
Thu Dec 06 02:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Value Pursuit Iteration
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Poster
Thu Dec 06 02:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Shifting Weights: Adapting Object Detectors from Image to Video
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Poster
Thu Dec 06 02:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Fused sparsity and robust estimation for linear models with unknown variance
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Poster
Thu Dec 06 02:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Proximal Newton-type Methods for Minimizing Convex Objective Functions in Composite Form
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Poster
Thu Dec 06 02:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
On Multilabel Classification and Ranking with Partial Feedback
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Poster
Thu Dec 06 02:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
GenDeR: A Generic Diversified Ranking Algorithm
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Poster
Thu Dec 06 02:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
A Bayesian Approach for Policy Learning from Trajectory Preference Queries
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Poster
Thu Dec 06 02:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Hamming Distance Metric Learning
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Poster
Thu Dec 06 02:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Efficient Bayes-Adaptive Reinforcement Learning using Sample-Based Search
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Poster
Thu Dec 06 02:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Neuronal spike generation mechanism as an oversampling, noise-shaping A-to-D converter
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Poster
Thu Dec 06 02:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Inverse Reinforcement Learning through Structured Classification
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Poster
Thu Dec 06 02:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Accuracy at the Top
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Poster
Thu Dec 06 02:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Communication/Computation Tradeoffs in Consensus-Based Distributed Optimization
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Poster
Thu Dec 06 02:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Bayesian Warped Gaussian Processes
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Poster
Thu Dec 06 02:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
A quasi-Newton proximal splitting method
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Poster
Thu Dec 06 02:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Multi-Stage Multi-Task Feature Learning
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Poster
Thu Dec 06 02:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Efficient and direct estimation of a neural subunit model for sensory coding
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Poster
Thu Dec 06 02:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Recursive Deep Learning on 3D Point Clouds
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Poster
Thu Dec 06 02:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Learning to Discover Social Circles in Ego Networks
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Poster
Thu Dec 06 02:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Deep Spatio-Temporal Architectures and Learning for Protein Structure Prediction
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Poster
Thu Dec 06 02:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Nystr{ö}m Method vs Random Fourier Features: A Theoretical and Empirical Comparison
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Poster
Thu Dec 06 02:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Bandit Algorithms boost Brain Computer Interfaces for motor-task selection of a brain-controlled button
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Poster
Thu Dec 06 02:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Non-parametric Approximate Dynamic Programming via the Kernel Method
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Poster
Thu Dec 06 02:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Image Denoising and Inpainting with Deep Neural Networks
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Poster
Thu Dec 06 02:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Selective Labeling via Error Bound Minimization
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Poster
Thu Dec 06 02:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Robustness and risk-sensitivity in Markov decision processes
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Poster
Thu Dec 06 02:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Dynamical And-Or Graph Learning for Object Shape Modeling and Detection
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Poster
Thu Dec 06 02:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Cocktail Party Processing via Structured Prediction
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Poster
Thu Dec 06 02:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Exploration in Model-based Reinforcement Learning by Empirically Estimating Learning Progress
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Poster
Thu Dec 06 02:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Learning Image Descriptors with the Boosting-Trick
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Poster
Thu Dec 06 02:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Learning from Distributions via Support Measure Machines
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Poster
Thu Dec 06 02:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Multiresolution Gaussian Processes
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Poster
Thu Dec 06 02:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Patient Risk Stratification for Hospital-Associated C. Diff as a Time-Series Classification Task
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