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Select Year: (2008)
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(80 events)
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Poster
Wed Dec 10 07:30 PM -- 12:00 AM (PST)
Supervised Bipartite Graph Inference
In
Posters
Yoshihiro Yamanishi
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Poster
Wed Dec 10 07:30 PM -- 12:00 AM (PST)
Automatic online tuning for fast Gaussian summation
In
Posters
Vlad I Morariu · Balaji Vasan Srinivasan · Vikas C Raykar · Ramani Duraiswami · Larry Davis
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Poster
Wed Dec 10 07:30 PM -- 12:00 AM (PST)
Using Bayesian Dynamical Systems for Motion Template Libraries
In
Posters
Silvia Chiappa · Jens Kober · Jan Peters
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Poster
Wed Dec 10 07:30 PM -- 12:00 AM (PST)
Offline Handwriting Recognition with Multidimensional Recurrent Neural Networks
In
Posters
Alex Graves · Jürgen Schmidhuber
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Poster
Wed Dec 10 07:30 PM -- 12:00 AM (PST)
QUIC-SVD: Fast SVD Using Cosine Trees
In
Posters
Michael Holmes · Alexander Gray · Charles Isbell
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Poster
Wed Dec 10 07:30 PM -- 12:00 AM (PST)
Estimating Robust Query Models with Convex Optimization
In
Posters
Kevyn Collins-Thompson
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Poster
Wed Dec 10 07:30 PM -- 12:00 AM (PST)
Relative Margin Machines
In
Posters
Pannagadatta K Shivaswamy · Tony Jebara
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Poster
Wed Dec 10 07:30 PM -- 12:00 AM (PST)
Asynchronous Distributed Learning of Topic Models
In
Posters
Arthur Asuncion · Padhraic Smyth · Max Welling
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Poster
Wed Dec 10 07:30 PM -- 12:00 AM (PST)
Human Active Learning
In
Posters
Jerry Zhu · Rui M Castro · Timothy T Rogers · Rob Nowak · Ruichen Qian · Chuck Kalish
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Poster
Wed Dec 10 07:30 PM -- 12:00 AM (PST)
A Convex Upper Bound on the Log-Partition Function
In
Posters
Laurent El Ghaoui · Assane Gueye
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Poster
Wed Dec 10 07:30 PM -- 12:00 AM (PST)
Online Models for Content Optimization
In
Posters
Deepak Agarwal · Bee-Chung Chen · Pradheep Elango · Nitin Motgi · Seung-Taek Park · Raghu Ramakrishnan · Scott Roy · Joe Zachariah
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Poster
Wed Dec 10 07:30 PM -- 12:00 AM (PST)
Fast Rates for Regularized Objectives
In
Posters
Karthik Sridharan · Shai Shalev-Shwartz · Nati Srebro
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Poster
Wed Dec 10 07:30 PM -- 12:00 AM (PST)
Scalable Algorithms for String Kernels with Inexact Matching
In
Posters
Pavel Kuksa · Pai-Hsi Huang · Vladimir Pavlovic
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Poster
Wed Dec 10 07:30 PM -- 12:00 AM (PST)
Covariance Estimation for High Dimensional Data Vectors Using the Sparse Matrix Transform
In
Posters
Guangzhi Cao · Charles A Bouman
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Poster
Wed Dec 10 07:30 PM -- 12:00 AM (PST)
Comparing model predictions of response bias and variance in cue combination
In
Posters
Rama Natarajan · Iain Murray · Ladan Shams · Richard Zemel
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Poster
Wed Dec 10 07:30 PM -- 12:00 AM (PST)
Non-parametric Regression Between Manifolds
In
Posters
Florian Steinke · Matthias Hein
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Poster
Wed Dec 10 07:30 PM -- 12:00 AM (PST)
Extended Grassmann Kernels for Subspace-Based Learning
In
Posters
Jihun Hamm · Daniel Lee
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Poster
Wed Dec 10 07:30 PM -- 12:00 AM (PST)
Empirical performance maximization for linear rank statistics
In
Posters
Stephan Clémençon · Nicolas Vayatis
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Poster
Wed Dec 10 07:30 PM -- 12:00 AM (PST)
A spatially varying two-sample recombinant coalescent, with applications to HIV escape response
In
Posters
Alexander Braunstein · Zhi Wei · Shane T Jensen · Jon McAuliffe
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Poster
Wed Dec 10 07:30 PM -- 12:00 AM (PST)
Online Optimization in X-Armed Bandits
In
Posters
Sebastien Bubeck · Remi Munos · Gilles Stoltz · Csaba Szepesvari
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Poster
Wed Dec 10 07:30 PM -- 12:00 AM (PST)
A computational model of hippocampal function in trace conditioning
In
Posters
Elliot A Ludvig · Richard Sutton · Eric Verbeek · James Kehoe
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Poster
Wed Dec 10 07:30 PM -- 12:00 AM (PST)
Bayesian Kernel Shaping for Learning Control
In
Posters
Jo-Anne Ting · Mrinal Kalakrishnan · Sethu Vijayakumar · Stefan Schaal
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Poster
Wed Dec 10 07:30 PM -- 12:00 AM (PST)
Variational Mixture of Gaussian Process Experts
In
Posters
Chao Yuan · Claus Neubauer
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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
In
Posters
Alan Yuille · Shuang Wu · HongJing Lu
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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
In
Posters
Erik Sudderth · Michael Jordan
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Poster
Wed Dec 10 07:30 PM -- 12:00 AM (PST)
Bayesian Synchronous Grammar Induction
In
Posters
Phil Blunsom · Trevor Cohn · Miles Osborne
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Poster
Wed Dec 10 07:30 PM -- 12:00 AM (PST)
Sparse Convolved Gaussian Processes for Multi-ouptut Regression
In
Posters
Mauricio A Alvarez · Neil D Lawrence
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Poster
Wed Dec 10 07:30 PM -- 12:00 AM (PST)
Adapting to a Market Shock: Optimal Sequential Market-Making
In
Posters
Sanmay Das · Malik Magdon-Ismail
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Poster
Wed Dec 10 07:30 PM -- 12:00 AM (PST)
Continuously-adaptive discretization for message-passing algorithms
In
Posters
Michael Isard · John MacCormick · Kannan Achan
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Poster
Wed Dec 10 07:30 PM -- 12:00 AM (PST)
The Mondrian Process
In
Posters
Daniel Roy · Yee Whye Teh
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Poster
Wed Dec 10 07:30 PM -- 12:00 AM (PST)
Inferring rankings under constrained sensing
In
Posters
Srikanth Jagabathula · Devavrat Shah
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Poster
Wed Dec 10 07:30 PM -- 12:00 AM (PST)
Nonrigid Structure from Motion in Trajectory Space
In
Posters
Ijaz Akhter · Yaser Sheikh · Sohaib Khan · Takeo Kanade
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Poster
Wed Dec 10 07:30 PM -- 12:00 AM (PST)
Reducing statistical dependencies in natural signals using radial Gaussianization
In
Posters
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
In
Posters
Arno Onken · Steffen Grünewälder · Matthias Munk · Klaus H Obermayer
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Poster
Wed Dec 10 07:30 PM -- 12:00 AM (PST)
Adaptive Forward-Backward Greedy Algorithm for Sparse Learning with Linear Models
In
Posters
Tong Zhang
[
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Poster
Wed Dec 10 07:30 PM -- 12:00 AM (PST)
Multi-Level Active Prediction of Useful Image Annotations for Recognition
In
Posters
Sudheendra N Vijayanarasimhan · Kristen Grauman
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Poster
Wed Dec 10 07:30 PM -- 12:00 AM (PST)
Global Ranking Using Continuous Conditional Random Fields
In
Posters
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)
Characteristic Kernels on Groups and Semigroups
In
Posters
Kenji Fukumizu · Bharath Sriperumbudur · Arthur Gretton · Bernhard Schölkopf
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Poster
Wed Dec 10 07:30 PM -- 12:00 AM (PST)
On Computational Power and the Order-Chaos Phase Transition in Reservoir Computing
In
Posters
Benjamin Schrauwen · Lars Buesing · Robert Legenstein
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Poster
Wed Dec 10 07:30 PM -- 12:00 AM (PST)
Modeling the effects of memory on human online sentence processing with particle filters
In
Posters
Roger Levy · Florencia Reali · Tom Griffiths
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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
In
Posters
Peter Carbonetto · Mark Schmidt · Nando de Freitas
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Poster
Wed Dec 10 07:30 PM -- 12:00 AM (PST)
Load and Attentional Bayes
In
Posters
Peter Dayan
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Poster
Wed Dec 10 07:30 PM -- 12:00 AM (PST)
Cascaded Classification Models: Combining Models for Holistic Scene Understanding
In
Posters
Geremy Heitz · Stephen Gould · Ashutosh Saxena · Daphne Koller
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Poster
Wed Dec 10 07:30 PM -- 12:00 AM (PST)
Sparse Signal Recovery Using Markov Random Fields
In
Posters
Volkan Cevher · Marco F Duarte · Chinmay Hegde · Richard Baraniuk
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Poster
Wed Dec 10 07:30 PM -- 12:00 AM (PST)
Sparse probabilistic projections
In
Posters
Cedric Archambeau · Francis Bach
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Poster
Wed Dec 10 07:30 PM -- 12:00 AM (PST)
An improved estimator of Variance Explained in the presence of noise
In
Posters
Ralf Haefner · Bruce Cumming
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Poster
Wed Dec 10 07:30 PM -- 12:00 AM (PST)
Phase transitions for high-dimensional joint support recovery
In
Posters
Sahand N Negahban · Martin J Wainwright
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Poster
Wed Dec 10 07:30 PM -- 12:00 AM (PST)
Performance analysis for L_2 kernel classification
In
Posters
JooSeuk Kim · Clayton Scott
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Poster
Wed Dec 10 07:30 PM -- 12:00 AM (PST)
Artificial Olfactory Brain for Mixture Identification
In
Posters
Mehmet K Muezzinoglu · Alexander Vergara · Ramon Huerta · Thomas Nowotny · Nikolai Rulkov · Henry Abarbanel · Allen Selverston · Mikhail Rabinovich
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Poster
Wed Dec 10 07:30 PM -- 12:00 AM (PST)
High-dimensional union support recovery in multivariate regression
In
Posters
Guillaume R Obozinski · Martin J Wainwright · Michael Jordan
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Poster
Wed Dec 10 07:30 PM -- 12:00 AM (PST)
Estimating the Location and Orientation of Complex, Correlated Neural Activity using MEG
In
Posters
David P Wipf · Julia Owen · Hagai Attias · Kensuke Sekihara · Sri Nagarajan
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Poster
Wed Dec 10 07:30 PM -- 12:00 AM (PST)
Kernel Measures of Independence for non-iid Data
In
Posters
Xinhua Zhang · Le Song · Arthur Gretton · Alexander Smola
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Poster
Wed Dec 10 07:30 PM -- 12:00 AM (PST)
Characterizing neural dependencies with Poisson copula models
In
Posters
Pietro Berkes · Frank Wood · Jonathan W Pillow
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Poster
Wed Dec 10 07:30 PM -- 12:00 AM (PST)
Bayesian Exponential Family PCA
In
Posters
Shakir Mohamed · Katherine Heller · Zoubin Ghahramani
[
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Poster
Wed Dec 10 07:30 PM -- 12:00 AM (PST)
Nonparametric sparse hierarchical models describe V1 fMRI responses to natural images
In
Posters
Pradeep Ravikumar · Vincent Vu · Bin Yu · Thomas Naselaris · Kendrick Kay · Jack Gallant
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Poster
Wed Dec 10 07:30 PM -- 12:00 AM (PST)
Clustered Multi-Task Learning: A Convex Formulation
In
Posters
Laurent Jacob · Francis Bach · Jean-Philippe Vert
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Poster
Wed Dec 10 07:30 PM -- 12:00 AM (PST)
Robust Regression and Lasso
In
Posters
Huan Xu · Constantine Caramanis · Shie Mannor
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Poster
Wed Dec 10 07:30 PM -- 12:00 AM (PST)
The Conjoint Effect of Divisive Normalization and Orientation Selectivity on Redundancy Reduction
In
Posters
Fabian H Sinz · Matthias Bethge
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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
In
Posters
Shenghuo Zhu · Kai Yu · Yihong Gong
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Poster
Wed Dec 10 07:30 PM -- 12:00 AM (PST)
Learning with Consistency between Inductive Functions and Kernels
In
Posters
Haixuan Yang · Irwin King · Michael R Lyu
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Poster
Wed Dec 10 07:30 PM -- 12:00 AM (PST)
ICA based on a Smooth Estimation of the Differential Entropy
In
Posters
Lev Faivishevsky · Jacob Goldberger
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Poster
Wed Dec 10 07:30 PM -- 12:00 AM (PST)
Kernelized Sorting
In
Posters
Novi Quadrianto · Le Song · Alexander Smola
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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
In
Posters
Masafumi Oizumi · Toshiyuki Ishii · Kazuya Ishibashi · Toshihiko Hosoya · Masato Okada
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Poster
Wed Dec 10 07:30 PM -- 12:00 AM (PST)
Learning a discriminative hidden part model for human action recognition
In
Posters
Yang Wang · Greg Mori
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Poster
Wed Dec 10 07:30 PM -- 12:00 AM (PST)
Nonparametric Bayesian Learning of Switching Linear Dynamical Systems
In
Posters
Emily Fox · Erik Sudderth · Michael Jordan · Alan S Willsky
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Poster
Wed Dec 10 07:30 PM -- 12:00 AM (PST)
Localized Sliced Inverse Regression
In
Posters
Qiang Wu · Sayan Mukherjee · Feng Liang
[
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Poster
Wed Dec 10 07:30 PM -- 12:00 AM (PST)
Using matrices to model symbolic relationship
In
Posters
Ilya Sutskever · Geoffrey E Hinton
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Poster
Wed Dec 10 07:30 PM -- 12:00 AM (PST)
Learning Transformational Invariants from Time-Varying Natural Images
In
Posters
Charles Cadieu · Bruno Olshausen
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Poster
Wed Dec 10 07:30 PM -- 12:00 AM (PST)
Nonparametric regression and classification with joint sparsity constraints
In
Posters
Han Liu · John Lafferty · Larry Wasserman
[
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Poster
Wed Dec 10 07:30 PM -- 12:00 AM (PST)
Domain Adaptation with Multiple Sources
In
Posters
Yishay Mansour · Mehryar Mohri · Afshin Rostamizadeh
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Poster
Wed Dec 10 07:30 PM -- 12:00 AM (PST)
Deflation Methods for Sparse PCA
In
Posters
Lester W Mackey
[
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Poster
Wed Dec 10 07:30 PM -- 12:00 AM (PST)
Robust Kernel Principal Component Analysis
In
Posters
Minh Hoai Nguyen · Fernando D De la Torre
[
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Poster
Wed Dec 10 07:30 PM -- 12:00 AM (PST)
Dynamic Visual Attention: Searching for coding length increments
In
Posters
Xiaodi Hou · Liqing Zhang
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Poster
Wed Dec 10 07:30 PM -- 12:00 AM (PST)
Multi-label Multiple Kernel Learning
In
Posters
Shuiwang Ji · Liang Sun · Rong Jin · Jieping Ye
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]
Poster
Wed Dec 10 07:30 PM -- 12:00 AM (PST)
A Hierarchical Image Model for Polynomial-Time 2D Parsing
In
Posters
Long Zhu · Yuanhao Chen · Yuan Lin · Alan Yuille
[
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Poster
Wed Dec 10 07:30 PM -- 12:00 AM (PST)
Interpreting the neural code with Formal Concept Analysis
In
Posters
Dominik M Endres · Peter Foldiak
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Poster
Wed Dec 10 07:30 PM -- 12:00 AM (PST)
The Infinite Factorial Hidden Markov Model
In
Posters
Jurgen Van Gael · Yee Whye Teh · Zoubin Ghahramani
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Poster
Wed Dec 10 07:30 PM -- 12:00 AM (PST)
Translated Learning
In
Posters
Wenyuan Dai · Yuqiang Chen · Gui-Rong Xue · Qiang Yang · Yong Yu
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Poster
Wed Dec 10 07:30 PM -- 12:00 AM (PST)
Mixed Membership Stochastic Blockmodels
In
Posters
Edo M Airoldi · David Blei · Stephen E Fienberg · Eric Xing
[
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Poster
Wed Dec 10 07:30 PM -- 12:00 AM (PST)
An Algorithm for Microchip Spike Sorting
In
Posters
Zhi Yang · Wentai Liu
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