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Poster
Wed Dec 10 07:30 PM -- 12:00 AM (PST)
Load and Attentional Bayes
Peter Dayan
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Poster
Wed Dec 10 07:30 PM -- 12:00 AM (PST)
Human Active Learning
Jerry Zhu · Rui M Castro · Timothy T Rogers · Rob Nowak · Ruichen Qian · Chuck Kalish
[ PDF
Poster
Wed Dec 10 07:30 PM -- 12:00 AM (PST)
Global Ranking Using Continuous Conditional Random Fields
Tao Qin · Tie-Yan Liu · Xu-Dong Zhang · De-Sheng Wang · Hang Li
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Poster
Wed Dec 10 07:30 PM -- 12:00 AM (PST)
Shared Segmentation of Natural Scenes Using Dependent Pitman-Yor Processes
Erik Sudderth · Michael Jordan
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Poster
Wed Dec 10 07:30 PM -- 12:00 AM (PST)
Multi-label Multiple Kernel Learning
Shuiwang Ji · Liang Sun · Rong Jin · Jieping Ye
[ PDF
Poster
Wed Dec 10 07:30 PM -- 12:00 AM (PST)
Cascaded Classification Models: Combining Models for Holistic Scene Understanding
Geremy Heitz · Stephen Gould · Ashutosh Saxena · Daphne Koller
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Poster
Wed Dec 10 07:30 PM -- 12:00 AM (PST)
Model selection and velocity estimation using novel priors for motion patterns
Alan L Yuille · Shuang Wu · HongJing Lu
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Poster
Wed Dec 10 07:30 PM -- 12:00 AM (PST)
A general framework for investigating how far the decoding process in the brain can be simplified
Masafumi Oizumi · Toshiyuki Ishii · Kazuya Ishibashi · Toshihiko Hosoya · Masato Okada
[ PDF
Poster
Wed Dec 10 07:30 PM -- 12:00 AM (PST)
Nonparametric Bayesian Learning of Switching Linear Dynamical Systems
Emily Fox · Erik Sudderth · Michael Jordan · Alan S Willsky
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Poster
Wed Dec 10 07:30 PM -- 12:00 AM (PST)
A Convex Upper Bound on the Log-Partition Function
Laurent El Ghaoui · Assane Gueye
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Poster
Wed Dec 10 07:30 PM -- 12:00 AM (PST)
Dynamic Visual Attention: Searching for coding length increments
Xiaodi Hou · Liqing Zhang
[ PDF
Poster
Wed Dec 10 07:30 PM -- 12:00 AM (PST)
Bayesian Synchronous Grammar Induction
Phil Blunsom · Trevor Cohn · Miles Osborne
[ PDF
Poster
Wed Dec 10 07:30 PM -- 12:00 AM (PST)
Reducing statistical dependencies in natural signals using radial Gaussianization
Siwei Lyu · Eero Simoncelli
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Poster
Wed Dec 10 07:30 PM -- 12:00 AM (PST)
Modeling Short-term Noise Dependence of Spike Counts in Macaque Prefrontal Cortex
Arno Onken · Steffen Grünewälder · Matthias Munk · Klaus H Obermayer
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Poster
Wed Dec 10 07:30 PM -- 12:00 AM (PST)
An interior-point stochastic approximation method and an L1-regularized delta rule
Peter Carbonetto · Mark Schmidt · Nando de Freitas
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Poster
Wed Dec 10 07:30 PM -- 12:00 AM (PST)
Robust Regression and Lasso
Huan Xu · Constantine Caramanis · Shie Mannor
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Poster
Wed Dec 10 07:30 PM -- 12:00 AM (PST)
Stochastic Relational Models for Large-scale Dyadic Data using MCMC
Shenghuo Zhu · Kai Yu · Yihong Gong
[ PDF
Poster
Wed Dec 10 07:30 PM -- 12:00 AM (PST)
A Hierarchical Image Model for Polynomial-Time 2D Parsing
Long Zhu · Yuanhao Chen · Yuan Lin · Alan L Yuille
[ PDF
Poster
Wed Dec 10 07:30 PM -- 12:00 AM (PST)
Translated Learning
Wenyuan Dai · Yuqiang Chen · Gui-Rong Xue · Qiang Yang · Yong Yu
[ PDF
Poster
Wed Dec 10 07:30 PM -- 12:00 AM (PST)
Variational Mixture of Gaussian Process Experts
Chao Yuan · Claus Neubauer
[ PDF
Poster
Wed Dec 10 07:30 PM -- 12:00 AM (PST)
Artificial Olfactory Brain for Mixture Identification
Mehmet K Muezzinoglu · Alexander Vergara · Ramon Huerta · Thomas Nowotny · Nikolai Rulkov · Henry Abarbanel · Allen Selverston · Mikhail Rabinovich
[ PDF
Poster
Wed Dec 10 07:30 PM -- 12:00 AM (PST)
Phase transitions for high-dimensional joint support recovery
Sahand N Negahban · Martin J Wainwright
[ PDF
Poster
Wed Dec 10 07:30 PM -- 12:00 AM (PST)
Using matrices to model symbolic relationship
Ilya Sutskever · Geoffrey E Hinton
[ PDF
Poster
Wed Dec 10 07:30 PM -- 12:00 AM (PST)
Fast Rates for Regularized Objectives
Karthik Sridharan · Shai Shalev-Shwartz · Nati Srebro
[ PDF
Poster
Wed Dec 10 07:30 PM -- 12:00 AM (PST)
A computational model of hippocampal function in trace conditioning
Elliot A Ludvig · Rich Sutton · Eric Verbeek · James Kehoe
[ PDF
Poster
Wed Dec 10 07:30 PM -- 12:00 AM (PST)
High-dimensional union support recovery in multivariate regression
Guillaume R Obozinski · Martin J Wainwright · Michael Jordan
[ PDF
Poster
Wed Dec 10 07:30 PM -- 12:00 AM (PST)
Estimating the Location and Orientation of Complex, Correlated Neural Activity using MEG
David P Wipf · Julia Owen · Hagai Attias · Kensuke Sekihara · Sri Nagarajan
[ PDF
Poster
Wed Dec 10 07:30 PM -- 12:00 AM (PST)
Non-parametric Regression Between Manifolds
Florian Steinke · Matthias Hein
[ PDF
Poster
Wed Dec 10 07:30 PM -- 12:00 AM (PST)
Domain Adaptation with Multiple Sources
Yishay Mansour · Mehryar Mohri · Afshin Rostamizadeh
[ PDF
Poster
Wed Dec 10 07:30 PM -- 12:00 AM (PST)
Covariance Estimation for High Dimensional Data Vectors Using the Sparse Matrix Transform
Guangzhi Cao · Charles A Bouman
[ PDF
Poster
Wed Dec 10 07:30 PM -- 12:00 AM (PST)
Clustered Multi-Task Learning: A Convex Formulation
Laurent Jacob · Francis Bach · Jean-Philippe Vert
[ PDF
Poster
Wed Dec 10 07:30 PM -- 12:00 AM (PST)
Adapting to a Market Shock: Optimal Sequential Market-Making
Sanmay Das · Malik Magdon-Ismail
[ PDF
Poster
Wed Dec 10 07:30 PM -- 12:00 AM (PST)
The Conjoint Effect of Divisive Normalization and Orientation Selectivity on Redundancy Reduction
Fabian H Sinz · Matthias Bethge
[ PDF
Poster
Wed Dec 10 07:30 PM -- 12:00 AM (PST)
Characteristic Kernels on Groups and Semigroups
Kenji Fukumizu · Bharath Sriperumbudur · Arthur Gretton · Bernhard Schölkopf
[ PDF
Poster
Wed Dec 10 07:30 PM -- 12:00 AM (PST)
An improved estimator of Variance Explained in the presence of noise
Ralf Haefner · Bruce Cumming
[ PDF
Poster
Wed Dec 10 07:30 PM -- 12:00 AM (PST)
Nonparametric regression and classification with joint sparsity constraints
Han Liu · John Lafferty · Larry Wasserman
[ PDF
Poster
Wed Dec 10 07:30 PM -- 12:00 AM (PST)
Deflation Methods for Sparse PCA
Lester W Mackey
[ PDF
Poster
Wed Dec 10 07:30 PM -- 12:00 AM (PST)
Sparse Convolved Gaussian Processes for Multi-ouptut Regression
Mauricio A Alvarez · Neil D Lawrence
[ PDF
Poster
Wed Dec 10 07:30 PM -- 12:00 AM (PST)
Offline Handwriting Recognition with Multidimensional Recurrent Neural Networks
Alex Graves · Jürgen Schmidhuber
[ PDF
Poster
Wed Dec 10 07:30 PM -- 12:00 AM (PST)
On Computational Power and the Order-Chaos Phase Transition in Reservoir Computing
Benjamin Schrauwen · Lars Buesing · Robert Legenstein
[ PDF
Poster
Wed Dec 10 07:30 PM -- 12:00 AM (PST)
Robust Kernel Principal Component Analysis
Minh Hoai Nguyen · Fernando D De la Torre
[ PDF
Poster
Wed Dec 10 07:30 PM -- 12:00 AM (PST)
Performance analysis for L_2 kernel classification
JooSeuk Kim · Clay Scott
[ PDF
Poster
Wed Dec 10 07:30 PM -- 12:00 AM (PST)
Nonrigid Structure from Motion in Trajectory Space
Ijaz Akhter · Yaser Sheikh · Sohaib Khan · Takeo Kanade
[ PDF
Poster
Wed Dec 10 07:30 PM -- 12:00 AM (PST)
Estimating Robust Query Models with Convex Optimization
Kevyn Collins-Thompson
[ PDF
Poster
Wed Dec 10 07:30 PM -- 12:00 AM (PST)
The Mondrian Process
Dan Roy · Yee Whye Teh
[ PDF
Poster
Wed Dec 10 07:30 PM -- 12:00 AM (PST)
QUIC-SVD: Fast SVD Using Cosine Trees
Michael Holmes · Alexander Gray · Charles Isbell
[ PDF
Poster
Wed Dec 10 07:30 PM -- 12:00 AM (PST)
Inferring rankings under constrained sensing
Srikanth Jagabathula · Devavrat Shah
[ PDF
Poster
Wed Dec 10 07:30 PM -- 12:00 AM (PST)
Empirical performance maximization for linear rank statistics
Stephan Clémençon · Nicolas Vayatis
[ PDF
Poster
Wed Dec 10 07:30 PM -- 12:00 AM (PST)
Bayesian Kernel Shaping for Learning Control
Jo-Anne Ting · Mrinal Kalakrishnan · Sethu Vijayakumar · Stefan Schaal
[ PDF
Poster
Wed Dec 10 07:30 PM -- 12:00 AM (PST)
Extended Grassmann Kernels for Subspace-Based Learning
Jihun Hamm · Daniel Lee
[ PDF
Poster
Wed Dec 10 07:30 PM -- 12:00 AM (PST)
Sparse probabilistic projections
Cedric Archambeau · Francis Bach
[ PDF
Poster
Wed Dec 10 07:30 PM -- 12:00 AM (PST)
Relative Margin Machines
Pannagadatta K Shivaswamy · Tony Jebara
[ PDF
Poster
Wed Dec 10 07:30 PM -- 12:00 AM (PST)
Localized Sliced Inverse Regression
Qiang Wu · Sayan Mukherjee · Feng Liang
[ PDF
Poster
Wed Dec 10 07:30 PM -- 12:00 AM (PST)
Adaptive Forward-Backward Greedy Algorithm for Sparse Learning with Linear Models
Tong Zhang
[ PDF
Poster
Wed Dec 10 07:30 PM -- 12:00 AM (PST)
The Infinite Factorial Hidden Markov Model
Jurgen Van Gael · Yee Whye Teh · Zoubin Ghahramani
[ PDF
Poster
Wed Dec 10 07:30 PM -- 12:00 AM (PST)
Online Models for Content Optimization
Deepak Agarwal · Bee-Chung Chen · Pradheep Elango · Nitin Motgi · Seung-Taek Park · Raghu Ramakrishnan · Scott Roy · Joe Zachariah
[ PDF
Poster
Wed Dec 10 07:30 PM -- 12:00 AM (PST)
Comparing model predictions of response bias and variance in cue combination
Rama Natarajan · Iain Murray · Ladan Shams · Richard Zemel
[ PDF
Poster
Wed Dec 10 07:30 PM -- 12:00 AM (PST)
A spatially varying two-sample recombinant coalescent, with applications to HIV escape response
Alexander Braunstein · Zhi Wei · Shane T Jensen · Jon McAuliffe
[ PDF
Poster
Wed Dec 10 07:30 PM -- 12:00 AM (PST)
Multi-Level Active Prediction of Useful Image Annotations for Recognition
Sudheendra N Vijayanarasimhan · Kristen Grauman
[ PDF
Poster
Wed Dec 10 07:30 PM -- 12:00 AM (PST)
Bayesian Exponential Family PCA
Shakir Mohamed · Katherine Heller · Zoubin Ghahramani
[ PDF
Poster
Wed Dec 10 07:30 PM -- 12:00 AM (PST)
Learning with Consistency between Inductive Functions and Kernels
Haixuan Yang · Irwin King · Michael R Lyu
[ PDF
Poster
Wed Dec 10 07:30 PM -- 12:00 AM (PST)
Scalable Algorithms for String Kernels with Inexact Matching
Pavel Kuksa · Pai-Hsi Huang · Vladimir Pavlovic
[ PDF
Poster
Wed Dec 10 07:30 PM -- 12:00 AM (PST)
Sparse Signal Recovery Using Markov Random Fields
Volkan Cevher · Marco F Duarte · Chinmay Hegde · Richard Baraniuk
[ PDF
Poster
Wed Dec 10 07:30 PM -- 12:00 AM (PST)
Kernel Measures of Independence for non-iid Data
Xinhua Zhang · Le Song · Arthur Gretton · Alex Smola
[ PDF
Poster
Wed Dec 10 07:30 PM -- 12:00 AM (PST)
Interpreting the neural code with Formal Concept Analysis
Dominik M Endres · Peter Foldiak
[ PDF
Poster
Wed Dec 10 07:30 PM -- 12:00 AM (PST)
Supervised Bipartite Graph Inference
Yoshihiro Yamanishi
[ PDF
Poster
Wed Dec 10 07:30 PM -- 12:00 AM (PST)
ICA based on a Smooth Estimation of the Differential Entropy
Lev Faivishevsky · Jacob Goldberger
[ PDF
Poster
Wed Dec 10 07:30 PM -- 12:00 AM (PST)
Kernelized Sorting
Novi Quadrianto · Le Song · Alex Smola
[ PDF
Poster
Wed Dec 10 07:30 PM -- 12:00 AM (PST)
Asynchronous Distributed Learning of Topic Models
Arthur Asuncion · Padhraic Smyth · Max Welling
[ PDF
Poster
Wed Dec 10 07:30 PM -- 12:00 AM (PST)
Learning a discriminative hidden part model for human action recognition
Yang Wang · Greg Mori
[ PDF
Poster
Wed Dec 10 07:30 PM -- 12:00 AM (PST)
Online Optimization in X-Armed Bandits
Sebastien Bubeck · Remi Munos · Gilles Stoltz · Csaba Szepesvari
[ PDF
Poster
Wed Dec 10 07:30 PM -- 12:00 AM (PST)
Automatic online tuning for fast Gaussian summation
Vlad I Morariu · Balaji Vasan Srinivasan · Vikas C Raykar · Ramani Duraiswami · Larry Davis
[ PDF
Poster
Wed Dec 10 07:30 PM -- 12:00 AM (PST)
Using Bayesian Dynamical Systems for Motion Template Libraries
Silvia Chiappa · Jens Kober · Jan Peters
[ PDF
Poster
Wed Dec 10 07:30 PM -- 12:00 AM (PST)
Characterizing neural dependencies with Poisson copula models
Pietro Berkes · Frank Wood · Jonathan W Pillow
[ PDF
Poster
Wed Dec 10 07:30 PM -- 12:00 AM (PST)
Mixed Membership Stochastic Blockmodels
Edo M Airoldi · David Blei · Stephen E Fienberg · Eric Xing
[ PDF
Poster
Wed Dec 10 07:30 PM -- 12:00 AM (PST)
Continuously-adaptive discretization for message-passing algorithms
Michael Isard · John MacCormick · Kannan Achan
[ PDF
Poster
Wed Dec 10 07:30 PM -- 12:00 AM (PST)
Modeling the effects of memory on human online sentence processing with particle filters
Roger Levy · Florencia Reali · Tom Griffiths
[ PDF
Poster
Wed Dec 10 07:30 PM -- 12:00 AM (PST)
An Algorithm for Microchip Spike Sorting
Zhi Yang · Wentai Liu
[ PDF
Poster
Wed Dec 10 07:30 PM -- 12:00 AM (PST)
Learning Transformational Invariants from Time-Varying Natural Images
Charles Cadieu · Bruno Olshausen
[ PDF
Poster
Wed Dec 10 07:30 PM -- 12:00 AM (PST)
Nonparametric sparse hierarchical models describe V1 fMRI responses to natural images
Pradeep Ravikumar · Vince Vu · Bin Yu · Thomas Naselaris · Kendrick Kay · Jack Gallant
[ PDF