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Select Year: (2008)
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(90 events)
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Poster
Mon Dec 08 08:45 PM -- 12:00 AM (PST)
Cyclizing Clusters via Zeta Function of a Graph
In
Posters
Deli Zhao · Xiaoou Tang
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Poster
Mon Dec 08 08:45 PM -- 12:00 AM (PST)
Hierarchical Conditional Random Fields for Recursive Sequential Data
In
Posters
The Truyen Tran · Dinh Q Phung · Hung H Bui · Svetha Venkatesh
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Poster
Mon Dec 08 08:45 PM -- 12:00 AM (PST)
Theory of matching pursuit
In
Posters
Zakria Hussain · John Shawe-Taylor
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Poster
Mon Dec 08 08:45 PM -- 12:00 AM (PST)
Estimating vector fields using sparse basis field expansions
In
Posters
Stefan Haufe · Vadim Nikulin · Andreas Ziehe · Klaus-Robert Müller · Guido Nolte
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Poster
Mon Dec 08 08:45 PM -- 12:00 AM (PST)
Implicit Mixtures of Restricted Boltzmann Machines
In
Posters
Vinod Nair · Geoffrey E Hinton
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Poster
Mon Dec 08 08:45 PM -- 12:00 AM (PST)
Accelerating Bayesian Inference over Nonlinear Differential Equations with Gaussian Processes
In
Posters
Ben Calderhead · Mark A Girolami · Neil D Lawrence
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Poster
Mon Dec 08 08:45 PM -- 12:00 AM (PST)
Understanding Brain Connectivity Patterns during Motor Imagery for Brain-Computer Interfacing
In
Posters
Moritz Grosse-Wentrup
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Poster
Mon Dec 08 08:45 PM -- 12:00 AM (PST)
Nonparametric Bayesian Sparse Hierarchical Factor Modeling and Regression
In
Posters
Piyush Rai · Hal Daumé III
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Poster
Mon Dec 08 08:45 PM -- 12:00 AM (PST)
Skill Characterization Based on Betweenness
In
Posters
Özgür Şimşek · Andrew G Barto
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Poster
Mon Dec 08 08:45 PM -- 12:00 AM (PST)
Learning Taxonomies by Dependence Maximization
In
Posters
Matthew B Blaschko · Arthur Gretton
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Poster
Mon Dec 08 08:45 PM -- 12:00 AM (PST)
On-Line Prediction on Large Diameter Graphs
In
Posters
Mark Herbster · Massimiliano Pontil · Guy Lever
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Poster
Mon Dec 08 08:45 PM -- 12:00 AM (PST)
Transfer Learning by Distribution Matching for Targeted Advertising
In
Posters
Steffen Bickel · Christoph Sawade · Tobias Scheffer
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Poster
Mon Dec 08 08:45 PM -- 12:00 AM (PST)
Model Selection in Gaussian Graphical Models: High-Dimensional Consistency of \ell_1-regularizedMLE
In
Posters
Pradeep Ravikumar · Garvesh Raskutti · Martin J Wainwright · Bin Yu
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Poster
Mon Dec 08 08:45 PM -- 12:00 AM (PST)
An Efficient Sequential Monte Carlo Algorithm for Coalescent Clustering
In
Posters
Dilan Gorur · Yee Whye Teh
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Poster
Mon Dec 08 08:45 PM -- 12:00 AM (PST)
Privacy-preserving logistic regression
In
Posters
Kamalika Chaudhuri · Claire Monteleoni
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Poster
Mon Dec 08 08:45 PM -- 12:00 AM (PST)
Bio-inspired Real Time Sensory Map Realignment in a Robotic Barn Owl
In
Posters
Juan Huo · Zhijun Yang · Alan F Murray
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Poster
Mon Dec 08 08:45 PM -- 12:00 AM (PST)
Rademacher Complexity Bounds for Non-I.I.D. Processes
In
Posters
Mehryar Mohri · Afshin Rostamizadeh
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Poster
Mon Dec 08 08:45 PM -- 12:00 AM (PST)
Risk Bounds for Randomized Sample Compressed Classifiers
In
Posters
Mohak Shah
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Poster
Mon Dec 08 08:45 PM -- 12:00 AM (PST)
Counting Solution Clusters Using Belief Propagation
In
Posters
Lukas Kroc · Ashish Sabharwal · Bart Selman
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Poster
Mon Dec 08 08:45 PM -- 12:00 AM (PST)
SDL: Supervised Dictionary Learning
In
Posters
Julien Mairal · Francis Bach · Jean A Ponce · Guillermo Sapiro · Andrew Zisserman
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Poster
Mon Dec 08 08:45 PM -- 12:00 AM (PST)
Supervised Exponential Family Principal Component Analysis via Convex Optimizatio
In
Posters
Yuhong Guo
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Poster
Mon Dec 08 08:45 PM -- 12:00 AM (PST)
(Not) Sparse Coding
In
Posters
Drew Bagnell · David M Bradley
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Poster
Mon Dec 08 08:45 PM -- 12:00 AM (PST)
Regularized Learning with Networks of Features
In
Posters
Ted Sandler · John Blitzer · Partha P Talukdar · Lyle Ungar
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Poster
Mon Dec 08 08:45 PM -- 12:00 AM (PST)
Unsupervised Bayesian Parameter Estimation for Probabilistic Grammars
In
Posters
Shay Cohen · Kevin Gimpel · Noah A Smith
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Poster
Mon Dec 08 08:45 PM -- 12:00 AM (PST)
Spectral Hashing
In
Posters
Yair Weiss · Antonio Torralba · Rob Fergus
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Poster
Mon Dec 08 08:45 PM -- 12:00 AM (PST)
Regularized Co-Clustering with Dual Supervision
In
Posters
Vikas Sindhwani · Jianying Hu · Aleksandra Mojsilovic
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Poster
Mon Dec 08 08:45 PM -- 12:00 AM (PST)
Clustering via LP-based Stabilities
In
Posters
Nikos Komodakis · Nikos Paragios · Georgios Tziritas
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Poster
Mon Dec 08 08:45 PM -- 12:00 AM (PST)
Designing neurophysiology experiments to optimally constrain receptive field models along parametric
In
Posters
Jeremy Lewi · Robert Butera · Liam M Paninski
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Poster
Mon Dec 08 08:45 PM -- 12:00 AM (PST)
Competing RBM density models for classification of fMRI images
In
Posters
Tanya Schmah · Geoffrey E Hinton · Richard Zemel
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Poster
Mon Dec 08 08:45 PM -- 12:00 AM (PST)
Bounding Performance Loss in Approximate MDP Homomorphisms
In
Posters
Doina Precup · Jonathan Taylor Taylor · Prakash Panangaden
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Poster
Mon Dec 08 08:45 PM -- 12:00 AM (PST)
Estimation of Information Theoretic Measures for Continuous Random Variables
In
Posters
Fernando Perez-Cruz
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Poster
Mon Dec 08 08:45 PM -- 12:00 AM (PST)
Kernel Change-point Analysis
In
Posters
Zaid Harchaoui · Francis Bach · Eric Moulines
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Poster
Mon Dec 08 08:45 PM -- 12:00 AM (PST)
Overlaying classifiers: a practical approach for optimal ranking
In
Posters
Stephan Clémençon · Nicolas Vayatis
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Poster
Mon Dec 08 08:45 PM -- 12:00 AM (PST)
Modeling human function learning with Gaussian processes
In
Posters
Tom Griffiths · Chris Lucas · Joseph Jay Williams · Michael Kalish
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Poster
Mon Dec 08 08:45 PM -- 12:00 AM (PST)
Particle Filter-based Policy Gradient in POMDPs
In
Posters
Pierre-Arnaud Coquelin · Romain Deguest · Remi Munos
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Poster
Mon Dec 08 08:45 PM -- 12:00 AM (PST)
Adaptive Template Matching with Shift-Invariant Semi-NMF
In
Posters
Jonathan Le Roux · Alain de Cheveigné · Lucas C Parra
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Poster
Mon Dec 08 08:45 PM -- 12:00 AM (PST)
Predictive Indexing for Fast Search
In
Posters
Sharad Goel · John Langford · Alexander L Strehl
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Poster
Mon Dec 08 08:45 PM -- 12:00 AM (PST)
Cell Assemblies in Large Sparse Inhibitory Networks of Biologically Realistic Spiking Neurons
In
Posters
Adam Ponzi · Jeff Wickens
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Poster
Mon Dec 08 08:45 PM -- 12:00 AM (PST)
Biasing Approximate Dynamic Programming with a Lower Discount Factor
In
Posters
Marek Petrik · Bruno Scherrer
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Poster
Mon Dec 08 08:45 PM -- 12:00 AM (PST)
Diffeomorphic Dimensionality Reduction
In
Posters
Christian Walder · Bernhard Schölkopf
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Poster
Mon Dec 08 08:45 PM -- 12:00 AM (PST)
Generative and Discriminative Learning with Unknown Labeling Bias
In
Posters
Miroslav Dudik · Steven Phillips
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Poster
Mon Dec 08 08:45 PM -- 12:00 AM (PST)
Mortal Multi-Armed Bandits
In
Posters
Filip Radlinski · Deepayan Chakrabarti · Ravi Kumar · Eli Upfal
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Poster
Mon Dec 08 08:45 PM -- 12:00 AM (PST)
PSDBoost: Matrix-Generation Linear Programming for Positive Semidefinite Matrices Learning
In
Posters
Chunhua Shen · Alan Welsh · Lei Wang
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Poster
Mon Dec 08 08:45 PM -- 12:00 AM (PST)
An empirical Analysis of Domain Adaptation Algorithms for Genomic Sequence Analysis
In
Posters
Gabriele B Schweikert · Christian Widmer · Bernhard Schölkopf · Gunnar Rätsch
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Poster
Mon Dec 08 08:45 PM -- 12:00 AM (PST)
Finding Latent Causes in Causal Networks: an Efficient Approach Based on Markov Blankets
In
Posters
Jean-Philippe Pellet · Andre Elisseeff
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Poster
Mon Dec 08 08:45 PM -- 12:00 AM (PST)
Multi-stage Convex Relaxation for Learning with Sparse Regularization
In
Posters
Tong Zhang
[
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Poster
Mon Dec 08 08:45 PM -- 12:00 AM (PST)
On the Complexity of Linear Prediction: Risk Bounds, Margin Bounds, and Regularization
In
Posters
Sham M Kakade · Karthik Sridharan · Ambuj Tewari
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Poster
Mon Dec 08 08:45 PM -- 12:00 AM (PST)
Convergence and Rate of Convergence of A Manifold-Based Dimension Reduction
In
Posters
Andrew Smith · Xiaoming Huo · Hongyuan Zha
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Poster
Mon Dec 08 08:45 PM -- 12:00 AM (PST)
Non-stationary dynamic Bayesian networks
In
Posters
Joshua W Robinson · Alexander J Hartemink
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Poster
Mon Dec 08 08:45 PM -- 12:00 AM (PST)
Temporal Difference Based Actor Critic Learning - Convergence and Neural Implementation
In
Posters
Dotan Di Castro · Dima Volkinshtein · Ron Meir
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Poster
Mon Dec 08 08:45 PM -- 12:00 AM (PST)
A Convergent O(n) Temporal-difference Algorithm for Off-policy Learning with Linear Function Approxi
In
Posters
Richard Sutton · Csaba Szepesvari · Hamid R Maei
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Poster
Mon Dec 08 08:45 PM -- 12:00 AM (PST)
LOOPS: Localizing Object Outlines using Probabilistic Shape
In
Posters
Geremy Heitz · Gal Elidan · Benjamin D Packer · Daphne Koller
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Poster
Mon Dec 08 08:45 PM -- 12:00 AM (PST)
MDPs with Non-Deterministic Policies
In
Posters
Mahdi Milani Fard · Joelle Pineau
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Poster
Mon Dec 08 08:45 PM -- 12:00 AM (PST)
On the equivalence between TD learning and differential Hebbian learning using a local third factor
In
Posters
Christoph Kolodziejski · Bernd Porr · Minija Tamosiunaite · Florentin Woergoetter
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Poster
Mon Dec 08 08:45 PM -- 12:00 AM (PST)
Short-Term Depression in VLSI Stochastic Synapse
In
Posters
Peng Xu · Timothy K Horiuchi · Pamela A Abshire
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Poster
Mon Dec 08 08:45 PM -- 12:00 AM (PST)
Structured ranking learning using cumulative distribution networks
In
Posters
Jim C Huang · Brendan J Frey
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Poster
Mon Dec 08 08:45 PM -- 12:00 AM (PST)
Hierarchical Fisher Kernels for Longitudinal Data
In
Posters
Zhengdong Lu · Todd K Leen · Jeffrey Kaye
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Poster
Mon Dec 08 08:45 PM -- 12:00 AM (PST)
Multiscale Random Fields with Application to Contour Grouping
In
Posters
Longin Jan J Latecki · ChengEn Lu · Marc J Sobel · Xiang Bai
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Poster
Mon Dec 08 08:45 PM -- 12:00 AM (PST)
Fast High-dimensional Kernel Summations Using the Monte Carlo Multipole Method
In
Posters
Dongryeol Lee · Alexander Gray
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Poster
Mon Dec 08 08:45 PM -- 12:00 AM (PST)
Gaussian-process factor analysis for low-dimensional single-trial analysis of neural population activity
In
Posters
Byron M Yu · John P Cunningham · Gopal Santhanam · Stephen I Ryu · Krishna V Shenoy · Maneesh Sahani
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Poster
Mon Dec 08 08:45 PM -- 12:00 AM (PST)
Integrating Locally Learned Causal Structures with Overlapping Variables
In
Posters
Robert E Tillman · David Danks · Clark Glymour
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Poster
Mon Dec 08 08:45 PM -- 12:00 AM (PST)
Sparsity of SVMs that use the epsilon-insensitive loss
In
Posters
Ingo Steinwart · Andreas Christmann
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Poster
Mon Dec 08 08:45 PM -- 12:00 AM (PST)
Temporal Dynamics of Cognitive Control
In
Posters
Jeremy Reynolds · Michael Mozer
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Poster
Mon Dec 08 08:45 PM -- 12:00 AM (PST)
Local Gaussian Process Regression for Real Time Online Model Learning
In
Posters
Duy Nguyen-Tuong · Matthias Seeger · Jan Peters
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Poster
Mon Dec 08 08:45 PM -- 12:00 AM (PST)
An Homotopy Algorithm for the Lasso with Online Observations
In
Posters
Pierre Garrigues · Laurent El Ghaoui
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Poster
Mon Dec 08 08:45 PM -- 12:00 AM (PST)
An ideal observer model of infant object perception
In
Posters
Charles Kemp · Fei Xu
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Poster
Mon Dec 08 08:45 PM -- 12:00 AM (PST)
Self-organization using dynamical synapses
In
Posters
Vicenç Gómez · Andreas Kaltenbrunner · Vicente López · Hilbert J Kappen
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Poster
Mon Dec 08 08:45 PM -- 12:00 AM (PST)
Efficient Direct Density Ratio Estimation for Non-stationarity Adaptation and Outlier Detection
In
Posters
Takafumi Kanamori · Shohei Hido · Masashi Sugiyama
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Poster
Mon Dec 08 08:45 PM -- 12:00 AM (PST)
Robust Near-Isometric Matching via Structured Learning of Graphical Models
In
Posters
Julian J McAuley · Tiberio Caetano · Alexander Smola
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Poster
Mon Dec 08 08:45 PM -- 12:00 AM (PST)
Bayesian Model of Behaviour in Economic Games
In
Posters
Debajyoti Ray · Brooks King-Casas · P. Read Montague · Peter Dayan
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Poster
Mon Dec 08 08:45 PM -- 12:00 AM (PST)
Tracking Changing Stimuli in Continuous Attractor Neural Networks
In
Posters
Chi Chung Fung · K. Y. Michael Wong · Si Wu
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]
Poster
Mon Dec 08 08:45 PM -- 12:00 AM (PST)
Hebbian Learning of Bayes Optimal Decisions
In
Posters
Bernhard Nessler · Michael Pfeiffer · Wolfgang Maass
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Poster
Mon Dec 08 08:45 PM -- 12:00 AM (PST)
Goal-directed decision making in prefrontal cortex: a computational framework
In
Posters
Matthew Botvinick · James An
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Poster
Mon Dec 08 08:45 PM -- 12:00 AM (PST)
Influence of graph construction on graph-based clustering measures
In
Posters
Markus M Maier · Ulrike von Luxburg · Matthias Hein
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Poster
Mon Dec 08 08:45 PM -- 12:00 AM (PST)
Measures of Clustering Quality: A Working Set of Axioms for Clustering
In
Posters
Shai Ben-David · Margareta Ackerman
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Poster
Mon Dec 08 08:45 PM -- 12:00 AM (PST)
One sketch for all: Theory and Application of Conditional Random Sampling
In
Posters
Ping Li · Kenneth W Church · Trevor Hastie
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Poster
Mon Dec 08 08:45 PM -- 12:00 AM (PST)
Fast Computation of Posterior Mode in Multi-Level Hierarchical Models
In
Posters
Deepak Agarwal · Liang Zhang
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Poster
Mon Dec 08 08:45 PM -- 12:00 AM (PST)
Semi-supervised Learning with Weakly-Related Unlabeled Data : Towards Better Text Categorization
In
Posters
Liu Yang · Rong Jin · Rahul Sukthankar
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]
Poster
Mon Dec 08 08:45 PM -- 12:00 AM (PST)
Gates
In
Posters
Tom Minka · John Winn
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Poster
Mon Dec 08 08:45 PM -- 12:00 AM (PST)
Deep Learning with Kernel Regularization for Visual Recognition
In
Posters
Kai Yu · Wei Xu · Yihong Gong
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Poster
Mon Dec 08 08:45 PM -- 12:00 AM (PST)
Spectral Clustering with Perturbed Data
In
Posters
Ling Huang · Donghui Yan · Michael Jordan · Nina Taft
[
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Poster
Mon Dec 08 08:45 PM -- 12:00 AM (PST)
Unsupervised Learning of Visual Sense Models for Polysemous Words
In
Posters
Kate Saenko · Trevor Darrell
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Poster
Mon Dec 08 08:45 PM -- 12:00 AM (PST)
A "Shape Aware" Model for semi-supervised Learning of Objects and its Context
In
Posters
Abhinav Gupta · Jianbo Shi · Larry Davis
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Poster
Mon Dec 08 08:45 PM -- 12:00 AM (PST)
Evaluating probabilities under high-dimensional latent variable models
In
Posters
Iain Murray · Russ Salakhutdinov
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Poster
Mon Dec 08 08:45 PM -- 12:00 AM (PST)
On the Reliability of Clustering Stability in the Large Sample Regime
In
Posters
Ohad Shamir · Naftali Tishby
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Poster
Mon Dec 08 08:45 PM -- 12:00 AM (PST)
Efficient Inference in Phylogenetic InDel Trees
In
Posters
Alexandre Bouchard-Côté · Michael Jordan · Dan Klein
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Poster
Mon Dec 08 08:45 PM -- 12:00 AM (PST)
Relative Performance Guarantees for Approximate Inference in Latent Dirichlet Allocation
In
Posters
Indraneel Mukherjee · David Blei
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Poster
Mon Dec 08 08:45 PM -- 12:00 AM (PST)
Syntactic Topic Models
In
Posters
Jordan Boyd-Graber · David Blei
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Poster
Mon Dec 08 08:45 PM -- 12:00 AM (PST)
Large Margin Taxonomy Embedding for Document Categorization
In
Posters
Kilian Q Weinberger · Olivier Chapelle
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Poster
Mon Dec 08 08:45 PM -- 12:00 AM (PST)
Analyzing the Monotonic Feature Abstraction for Text Classification
In
Posters
Doug Downey · Oren Etzioni
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