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Poster
Tue Dec 04 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
High Dimensional Semiparametric Scale-invariant Principal Component Analysis
Fang Han · Han Liu
Poster
Tue Dec 04 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Timely Object Recognition
Sergey K Karayev · Tobi Baumgartner · Mario Fritz · Trevor Darrell
Poster
Tue Dec 04 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Hierarchical Optimistic Region Selection driven by Curiosity
Odalric-Ambrym Maillard
Poster
Tue Dec 04 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Forward-Backward Activation Algorithm for Hierarchical Hidden Markov Models
Kei Wakabayashi · Takao Miura
Poster
Tue Dec 04 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Bayesian Hierarchical Reinforcement Learning
Feng Cao · Soumya Ray
Poster
Tue Dec 04 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
A Generative Model for Parts-based Object Segmentation
S. M. Ali Eslami · Chris Williams
Poster
Tue Dec 04 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Deep Representations and Codes for Image Auto-Annotation
Jamie Kiros · Csaba Szepesvari
Poster
Tue Dec 04 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Learning Probability Measures with respect to Optimal Transport Metrics
Guillermo D Canas · Lorenzo Rosasco
Poster
Tue Dec 04 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
TCA: High Dimensional Principal Component Analysis for non-Gaussian Data
Fang Han · Han Liu
Poster
Tue Dec 04 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Stochastic Gradient Descent with Only One Projection
Mehrdad Mahdavi · Tianbao Yang · Rong Jin · Shenghuo Zhu
Poster
Tue Dec 04 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Stochastic optimization and sparse statistical recovery: Optimal algorithms for high dimensions
Alekh Agarwal · Sahand N Negahban · Martin J Wainwright
Poster
Tue Dec 04 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Discriminatively Trained Sparse Code Gradients for Contour Detection
Xiaofeng Ren · Liefeng Bo
Poster
Tue Dec 04 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
3D Object Detection and Viewpoint Estimation with a Deformable 3D Cuboid Model
Sanja Fidler · Sven Dickinson · Raquel Urtasun
Poster
Tue Dec 04 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Convex Multi-view Subspace Learning
Martha White · Yao-Liang Yu · Xinhua Zhang · Dale Schuurmans
Poster
Tue Dec 04 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Learning High-Density Regions for a Generalized Kolmogorov-Smirnov Test in High-Dimensional Data
Assaf Glazer · Michael Lindenbaum · Shaul Markovitch
Poster
Tue Dec 04 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Learning to Align from Scratch
Gary B Huang · Marwan A Mattar · Honglak Lee · Erik Learned-Miller
Poster
Tue Dec 04 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Kernel Latent SVM for Visual Recognition
Weilong Yang · Yang Wang · Arash Vahdat · Greg Mori
Poster
Tue Dec 04 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Learning Partially Observable Models Using Temporally Abstract Decision Trees
Erik Talvitie
Poster
Tue Dec 04 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Calibrated Elastic Regularization in Matrix Completion
Cun-Hui Zhang · Tingni Sun
Poster
Tue Dec 04 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Phoneme Classification using Constrained Variational Gaussian Process Dynamical System
Hyunsin Park · Jongmin Kim · Sanghyuk Park · Sungrack Yun · Chang D. D Yoo
Poster
Tue Dec 04 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Emergence of Object-Selective Features in Unsupervised Feature Learning
Adam Coates · Andrej Karpathy · Andrew Y Ng
Poster
Tue Dec 04 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Matrix reconstruction with the local max norm
Rina Foygel · Nati Srebro · Russ Salakhutdinov
Poster
Tue Dec 04 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Scaled Gradients on Grassmann Manifolds for Matrix Completion
Thanh Ngo · Yousef Saad
Poster
Tue Dec 04 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Minimization of Continuous Bethe Approximations: A Positive Variation
Jason Pacheco · Erik Sudderth
Poster
Tue Dec 04 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Latent Graphical Model Selection: Efficient Methods for Locally Tree-like Graphs
Anima Anandkumar · Ragupathyraj Valluvan
Poster
Tue Dec 04 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Training sparse natural image models with a fast Gibbs sampler of an extended state space
Lucas Theis · Jascha Sohl-Dickstein · Matthias Bethge
Poster
Tue Dec 04 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Active Comparison of Prediction Models
Christoph Sawade · Niels Landwehr · Tobias Scheffer
Poster
Tue Dec 04 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Finite Sample Convergence Rates of Zero-Order Stochastic Optimization Methods
John Duchi · Michael Jordan · Martin J Wainwright · Andre Wibisono
Poster
Tue Dec 04 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Active Learning of Multi-Index Function Models
Hemant Tyagi · Volkan Cevher
Poster
Tue Dec 04 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Interpreting prediction markets: a stochastic approach
Nicolás Della Penna · Mark Reid · Rafael Frongillo
Poster
Tue Dec 04 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
On-line Reinforcement Learning Using Incremental Kernel-Based Stochastic Factorization
Andre S Barreto · Doina Precup · Joelle Pineau
Poster
Tue Dec 04 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Random function priors for exchangeable graphs and arrays
James R Lloyd · Daniel Roy · Peter Orbanz · Zoubin Ghahramani
Poster
Tue Dec 04 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Graphical Gaussian Vector for Image Categorization
Tatsuya Harada
Poster
Tue Dec 04 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
A Stochastic Gradient Method with an Exponential Convergence 
Rate for Finite Training Sets
Nicolas Le Roux · Mark Schmidt · Francis Bach
Poster
Tue Dec 04 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Semantic Kernel Forests from Multiple Taxonomies
Sung Ju Hwang · Kristen Grauman · Fei Sha
Poster
Tue Dec 04 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
On Lifting the Gibbs Sampling Algorithm
Deepak Venugopal · Vibhav G Gogate
Poster
Tue Dec 04 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Fully Bayesian inference for neural models with negative-binomial spiking
Jonathan W Pillow · James Scott
Poster
Tue Dec 04 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Slice Normalized Dynamic Markov Logic Networks
Tivadar Papai · Henry Kautz · Daniel Stefankovic
Poster
Tue Dec 04 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Risk-Aversion in Multi-armed Bandits
Amir Sani · Alessandro Lazaric · Remi Munos
Poster
Tue Dec 04 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Active Learning of Model Evidence Using Bayesian Quadrature
Michael A Osborne · David Duvenaud · Roman Garnett · Carl Edward Rasmussen · Stephen J Roberts · Zoubin Ghahramani
Poster
Tue Dec 04 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
A Geometric take on Metric Learning
Søren Hauberg · Oren Freifeld · Michael J Black
Poster
Tue Dec 04 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Volume Regularization for Binary Classification
Yacov Crammer · Tal Wagner
Poster
Tue Dec 04 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Online Sum-Product Computation
Mark Herbster · Fabio Vitale · Stephen Pasteris
Poster
Tue Dec 04 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
A systematic approach to extracting semantic information from functional MRI data
Francisco Pereira · Matthew Botvinick
Poster
Tue Dec 04 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Bayesian active learning with localized priors for fast receptive field characterization
Mijung Park · Jonathan W Pillow
Poster
Tue Dec 04 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Provable ICA with Unknown Gaussian Noise, with Implications for Gaussian Mixtures and Autoencoders
Sanjeev Arora · Rong Ge · Ankur Moitra · Sushant Sachdeva
Poster
Tue Dec 04 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Learning with Target Prior
Zuoguan Wang · Siwei Lyu · Gerwin Schalk · Qiang Ji
Poster
Tue Dec 04 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
A Better Way to Pre-Train Deep Boltzmann Machines
Russ Salakhutdinov · Geoffrey E Hinton
Poster
Tue Dec 04 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Spectral Learning of General Weighted Automata via Constrained Matrix Completion
Borja Balle · Mehryar Mohri
Poster
Tue Dec 04 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Tensor Decomposition for Fast Parsing with Latent-Variable PCFGs
Shay Cohen · Michael Collins
Poster
Tue Dec 04 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Semi-supervised Eigenvectors for Locally-biased Learning
Toke Jansen Hansen · Michael W Mahoney
Poster
Tue Dec 04 07:00 PM -- 11:59 PM (PST) @ Harrah’s Special Events Center 2nd Floor
Scaling MPE Inference for Constrained Continuous Markov Random Fields with Consensus Optimization
Stephen H Bach · Matthias Broecheler · Lise Getoor · Dianne P O'Leary
Poster
Tue Dec 04 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Optimal Regularized Dual Averaging Methods for Stochastic Optimization
Xi Chen · Qihang Lin · Javier Pena
Poster
Tue Dec 04 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Putting Bayes to sleep
Wouter M Koolen · Dmitri Adamskiy · Manfred K. Warmuth
Poster
Tue Dec 04 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Minimizing Sparse High-Order Energies by Submodular Vertex-Cover
Andrew Delong · Olga Veksler · Anton Osokin · Yuri Boykov
Poster
Tue Dec 04 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Minimizing Uncertainty in Pipelines
Nilesh Dalvi · Aditya Parameswaran · Vibhor Rastogi
Poster
Tue Dec 04 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Small-Variance Asymptotics for Exponential Family Dirichlet Process Mixture Models
Ke Jiang · Brian Kulis · Michael Jordan
Poster
Tue Dec 04 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Approximating Equilibria in Sequential Auctions with Incomplete Information and Multi-Unit Demand
Amy Greenwald · Jiacui Li · Eric Sodomka
Poster
Tue Dec 04 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
LUCID: Locally Uniform Comparison Image Descriptor
Andrew M Ziegler · Eric Christiansen · David Kriegman · Serge Belongie
Poster
Tue Dec 04 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Approximating Concavely Parameterized Optimization Problems
Joachim Giesen · Jens K Mueller · Soeren Laue · Sascha Swiercy
Poster
Tue Dec 04 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Adaptive Stratified Sampling for Monte-Carlo integration of Differentiable functions
Alexandra Carpentier · Remi Munos
Poster
Tue Dec 04 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Online allocation and homogeneous partitioning for piecewise constant mean-approximation
Alexandra Carpentier · Odalric-Ambrym Maillard
Poster
Tue Dec 04 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Modeling the Forgetting Process using Image Regions
Aditya Khosla · Jianxiong Xiao · Antonio Torralba · Aude Oliva
Poster
Tue Dec 04 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Max-Margin Structured Output Regression for Spatio-Temporal Action Localization
Du Tran · Junsong Yuan
Poster
Tue Dec 04 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Fast Variational Inference in the Conjugate Exponential Family
James Hensman · Magnus Rattray · Neil D Lawrence
Poster
Tue Dec 04 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Multi-Task Averaging
Sergey Feldman · Maya R Gupta · Bela A Frigyik
Poster
Tue Dec 04 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Analyzing 3D Objects in Cluttered Images
Mohsen Hejrati · Deva Ramanan
Poster
Tue Dec 04 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Learning about Canonical Views from Internet Image Collections
Elad Mezuman · Yair Weiss
Poster
Tue Dec 04 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Localizing 3D cuboids in single-view images
Jianxiong Xiao · Bryan C Russell · Antonio Torralba
Poster
Tue Dec 04 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
High Dimensional Transelliptical Graphical Models
Han Liu · Fang Han
Poster
Tue Dec 04 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Multi-criteria Anomaly Detection using Pareto Depth Analysis
Ko-Jen Hsiao · Kevin S Xu · Jeff Calder · Alfred Hero
Poster
Tue Dec 04 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Expectation Propagation in Gaussian Process Dynamical Systems
Marc Deisenroth · Shakir Mohamed
Poster
Tue Dec 04 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Semi-Supervised Domain Adaptation with Non-Parametric Copulas
David Lopez-Paz · José Miguel Hernández-Lobato · Bernhard Schölkopf
Poster
Tue Dec 04 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
A Polylog Pivot Steps Simplex Algorithm for Classification
Elad Hazan · Zohar S Karnin
Poster
Tue Dec 04 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Finding Exemplars from Pairwise Dissimilarities via Simultaneous Sparse Recovery
Ehsan Elhamifar · Guillermo Sapiro · René Vidal
Poster
Tue Dec 04 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Spectral learning of linear dynamics from generalised-linear observations with application to neural population data
Lars Buesing · Jakob H Macke · Maneesh Sahani
Poster
Tue Dec 04 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Causal discovery with scale-mixture model for spatiotemporal variance dependencies
Zhitang Chen · Kun Zhang · Laiwan CHAN
Poster
Tue Dec 04 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Repulsive Mixtures
FRANCESCA PETRALIA · Vinayak Rao · David B Dunson
Poster
Tue Dec 04 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Diffusion Decision Making for Adaptive k-Nearest Neighbor Classification
Yung-Kyun Noh · Frank Park · Daniel Lee
Poster
Tue Dec 04 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
The Perturbed Variation
Maayan Harel · Shie Mannor
Poster
Tue Dec 04 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
From Deformations to Parts: Motion-based Segmentation of 3D Objects
Soumya Ghosh · Erik Sudderth · Matthew Loper · Michael J Black
Poster
Tue Dec 04 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Accelerated Training for Matrix-norm Regularization: A Boosting Approach
Xinhua Zhang · Yao-Liang Yu · Dale Schuurmans
Poster
Tue Dec 04 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Multimodal Learning with Deep Boltzmann Machines
Nitish Srivastava · Russ Salakhutdinov
Poster
Tue Dec 04 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Fast Resampling Weighted v-Statistics
Chunxiao Zhou · jiseong Park · Yun Fu
Poster
Tue Dec 04 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Fast Bayesian Inference for Non-Conjugate Gaussian Process Regression
Mohammad Emtiyaz Khan · Shakir Mohamed · Kevin P Murphy
Poster
Tue Dec 04 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Perfect Dimensionality Recovery by Variational Bayesian PCA
Shinichi Nakajima · Ryota Tomioka · Masashi Sugiyama · S. Derin Babacan
Poster
Tue Dec 04 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Multiplicative Forests for Continuous-Time Processes
Jeremy C Weiss · Sriraam Natarajan · David Page
Poster
Tue Dec 04 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Density Propagation and Improved Bounds on the Partition Function
Stefano Ermon · Carla Gomes · Ashish Sabharwal · Bart Selman
Poster
Tue Dec 04 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Globally Convergent Dual MAP LP Relaxation Solvers using Fenchel-Young Margins
Alex Schwing · Tamir Hazan · Marc Pollefeys · Raquel Urtasun
Poster
Tue Dec 04 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Learning with Partially Absorbing Random Walks
Xiao-Ming Wu · Zhenguo Li · Shih-Fu Chang · John Wright · Anthony Man-Cho So
Poster
Tue Dec 04 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Unsupervised template learning for fine-grained object recognition
Shulin Yang · Liefeng Bo · Jue Wang · Linda Shapiro
Poster
Tue Dec 04 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Entangled Monte Carlo
Seong-Hwan Jun · Liangliang Wang · Alexandre Bouchard-Côté
Poster
Tue Dec 04 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Continuous Relaxations for Discrete Hamiltonian Monte Carlo
Zoubin Ghahramani · Yichuan Zhang · Charles Sutton · Amos Storkey