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Poster
Thu Dec 11 11:00 AM -- 03:00 PM (PST) @ Level 2, room 210D
Learning Multiple Tasks in Parallel with a Shared Annotator
In Poster Session
Haim Cohen · Yacov Crammer
[ PDF] 
Poster
Thu Dec 11 11:00 AM -- 03:00 PM (PST) @ Level 2, room 210D
Submodular Attribute Selection for Action Recognition in Video
In Poster Session
Jingjing Zheng · Zhuolin Jiang · Rama Chellappa · Jonathon P Phillips
[ PDF] 
Poster
Thu Dec 11 11:00 AM -- 03:00 PM (PST) @ Level 2, room 210D
Deep Joint Task Learning for Generic Object Extraction
In Poster Session
Xiaolong Wang · Liliang Zhang · Liang Lin · Zhujin Liang · Wangmeng Zuo
[ PDF] 
Poster
Thu Dec 11 11:00 AM -- 03:00 PM (PST) @ Level 2, room 210D
Analysis of Brain States from Multi-Region LFP Time-Series
In Poster Session
Kyle R Ulrich · David Carlson · Wenzhao Lian · Jana S Borg · Kafui Dzirasa · Lawrence Carin
[ PDF] 
Poster
Thu Dec 11 11:00 AM -- 03:00 PM (PST) @ Level 2, room 210D
Communication Efficient Distributed Machine Learning with the Parameter Server
In Poster Session
Mu Li · David G Andersen · Alexander Smola · Kai Yu
[ PDF] 
Poster
Thu Dec 11 11:00 AM -- 03:00 PM (PST) @ Level 2, room 210D
Object Localization based on Structural SVM using Privileged Information
In Poster Session
Jan Feyereisl · Suha Kwak · Jeany Son · Bohyung Han
[ PDF] 
Poster
Thu Dec 11 11:00 AM -- 03:00 PM (PST) @ Level 2, room 210D
Clamping Variables and Approximate Inference
In Poster Session
Adrian Weller · Tony Jebara
[ PDF] 
Poster
Thu Dec 11 11:00 AM -- 03:00 PM (PST) @ Level 2, room 210D
Coresets for k-Segmentation of Streaming Data
In Poster Session
Guy Rosman · Mikhail Volkov · Dan Feldman · John Fisher III · Daniela Rus
[ PDF] 
Poster
Thu Dec 11 11:00 AM -- 03:00 PM (PST) @ Level 2, room 210D
large scale canonical correlation analysis with iterative least squares
In Poster Session
Yichao Lu · Dean P Foster
[ PDF] 
Poster
Thu Dec 11 11:00 AM -- 03:00 PM (PST) @ Level 2, room 210D
Unsupervised Deep Haar Scattering on Graphs
In Poster Session
Xu Chen · Xiuyuan Cheng · Stephane Mallat
[ PDF] 
Poster
Thu Dec 11 11:00 AM -- 03:00 PM (PST) @ Level 2, room 210D
Universal Option Models
In Poster Session
hengshuai yao · Csaba Szepesvari · Richard Sutton · Joseph Modayil · Shalabh Bhatnagar
[ PDF] 
Poster
Thu Dec 11 11:00 AM -- 03:00 PM (PST) @ Level 2, room 210D
Tight Continuous Relaxation of the Balanced k-Cut Problem
In Poster Session
Syama Sundar Rangapuram · Pramod Kaushik Mudrakarta · Matthias Hein
[ PDF] 
Poster
Thu Dec 11 11:00 AM -- 03:00 PM (PST) @ Level 2, room 210D
Smoothed Gradients for Stochastic Variational Inference
In Poster Session
Stephan Mandt · David Blei
[ PDF] 
Poster
Thu Dec 11 11:00 AM -- 03:00 PM (PST) @ Level 2, room 210D
Stochastic variational inference for hidden Markov models
In Poster Session
Nick Foti · Jason Xu · Dillon Laird · Emily Fox
[ PDF] 
Poster
Thu Dec 11 11:00 AM -- 03:00 PM (PST) @ Level 2, room 210D
Stochastic Proximal Gradient Descent with Acceleration Techniques
In Poster Session
Atsushi Nitanda
[ PDF] 
Poster
Thu Dec 11 11:00 AM -- 03:00 PM (PST) @ Level 2, room 210D
Spike Frequency Adaptation Implements Anticipative Tracking in Continuous Attractor Neural Networks
In Poster Session
Yuanyuan Mi · C. C. Alan Fung · K. Y. Michael Wong · Si Wu
[ PDF] 
Poster
Thu Dec 11 11:00 AM -- 03:00 PM (PST) @ Level 2, room 210D
Semi-Separable Hamiltonian Monte Carlo for Inference in Bayesian Hierarchical Models
In Poster Session
Yichuan Zhang · Charles Sutton
[ PDF] 
Poster
Thu Dec 11 11:00 AM -- 03:00 PM (PST) @ Level 2, room 210D
Streaming, Memory Limited Algorithms for Community Detection
In Poster Session
Se-Young Yun · marc lelarge · Alexandre Proutiere
[ PDF] 
Poster
Thu Dec 11 11:00 AM -- 03:00 PM (PST) @ Level 2, room 210D
Scale Adaptive Blind Deblurring
In Poster Session
Haichao Zhang · Jianchao Yang
[ PDF] 
Poster
Thu Dec 11 11:00 AM -- 03:00 PM (PST) @ Level 2, room 210D
Self-Paced Learning with Diversity
In Poster Session
Lu Jiang · Deyu Meng · Shoou-I Yu · Zhenzhong Lan · Shiguang Shan · Alexander Hauptmann
[ PDF] 
Poster
Thu Dec 11 11:00 AM -- 03:00 PM (PST) @ Level 2, room 210D
Shape and Illumination from Shading using the Generic Viewpoint Assumption
In Poster Session
Daniel Zoran · Dilip Krishnan · José Bento · Bill Freeman
[ PDF] 
Poster
Thu Dec 11 11:00 AM -- 03:00 PM (PST) @ Level 2, room 210D
Sequential Monte Carlo for Graphical Models
In Poster Session
Christian Andersson Naesseth · Fredrik Lindsten · Thomas Schön
[ PDF] 
Poster
Thu Dec 11 11:00 AM -- 03:00 PM (PST) @ Level 2, room 210D
Real-Time Decoding of an Integrate and Fire Encoder
In Poster Session
Shreya Saxena · Munther Dahleh
[ PDF] 
Poster
Thu Dec 11 11:00 AM -- 03:00 PM (PST) @ Level 2, room 210D
Repeated Contextual Auctions with Strategic Buyers
In Poster Session
Kareem Amin · Afshin Rostamizadeh · Umar Syed
[ PDF] 
Poster
Thu Dec 11 11:00 AM -- 03:00 PM (PST) @ Level 2, room 210D
Recursive Inversion Models for Permutations
In Poster Session
Christopher Meek · Marina Meila
[ PDF] 
Poster
Thu Dec 11 11:00 AM -- 03:00 PM (PST) @ Level 2, room 210D
QUIC & DIRTY: A Quadratic Approximation Approach for Dirty Statistical Models
In Poster Session
Cho-Jui Hsieh · Inderjit Dhillon · Pradeep Ravikumar · Stephen Becker · Peder A Olsen
[ PDF] 
Poster
Thu Dec 11 11:00 AM -- 03:00 PM (PST) @ Level 2, room 210D
On Model Parallelization and Scheduling Strategies for Distributed Machine Learning
In Poster Session
Seunghak Lee · Jin Kyu Kim · Xun Zheng · Qirong Ho · Garth Gibson · Eric Xing
[ PDF] 
Poster
Thu Dec 11 11:00 AM -- 03:00 PM (PST) @ Level 2, room 210D
Partition-wise Linear Models
In Poster Session
Hidekazu Oiwa · Ryohei Fujimaki
[ PDF] 
Poster
Thu Dec 11 11:00 AM -- 03:00 PM (PST) @ Level 2, room 210D
Parallel Successive Convex Approximation for Nonsmooth Nonconvex Optimization
In Poster Session
Meisam Razaviyayn · Mingyi Hong · Zhi-Quan Luo · Jong-Shi Pang
[ PDF] 
Poster
Thu Dec 11 11:00 AM -- 03:00 PM (PST) @ Level 2, room 210D
Sparse PCA with Oracle Property
In Poster Session
Quanquan Gu · Zhaoran Wang · Han Liu
[ PDF] 
Poster
Thu Dec 11 11:00 AM -- 03:00 PM (PST) @ Level 2, room 210D
PAC-Bayesian AUC classification and scoring
In Poster Session
James Ridgway · Pierre Alquier · Nicolas Chopin · Feng Liang
[ PDF] 
Poster
Thu Dec 11 11:00 AM -- 03:00 PM (PST) @ Level 2, room 210D
Optimization Methods for Sparse Pseudo-Likelihood Graphical Model Selection
In Poster Session
Sang-Yun Oh · Onkar Dalal · Kshitij Khare · Bala Rajaratnam
[ PDF] 
Poster
Thu Dec 11 11:00 AM -- 03:00 PM (PST) @ Level 2, room 210D
Projective dictionary pair learning for pattern classification
In Poster Session
Shuhang Gu · Lei Zhang · Wangmeng Zuo · Xiangchu Feng
[ PDF] 
Poster
Thu Dec 11 11:00 AM -- 03:00 PM (PST) @ Level 2, room 210D
On Multiplicative Multitask Feature Learning
In Poster Session
Xin Wang · Jinbo Bi · Shipeng Yu · Jiangwen Sun
[ PDF] 
Poster
Thu Dec 11 11:00 AM -- 03:00 PM (PST) @ Level 2, room 210D
On Prior Distributions and Approximate Inference for Structured Variables
In Poster Session
Sanmi Koyejo · Rajiv Khanna · Joydeep Ghosh · Russell Poldrack
[ PDF] 
Poster
Thu Dec 11 11:00 AM -- 03:00 PM (PST) @ Level 2, room 210D
Multivariate Regression with Calibration
In Poster Session
Han Liu · Lie Wang · Tuo Zhao
[ PDF] 
Poster
Thu Dec 11 11:00 AM -- 03:00 PM (PST) @ Level 2, room 210D
Multitask learning meets tensor factorization: task imputation via convex optimization
In Poster Session
Kishan Wimalawarne · Masashi Sugiyama · Ryota Tomioka
[ PDF] 
Poster
Thu Dec 11 11:00 AM -- 03:00 PM (PST) @ Level 2, room 210D
Multi-Step Stochastic ADMM in High Dimensions: Applications to Sparse Optimization and Matrix Decomposition
In Poster Session
Hanie Sedghi · Anima Anandkumar · Edmond A Jonckheere
[ PDF] 
Poster
Thu Dec 11 11:00 AM -- 03:00 PM (PST) @ Level 2, room 210D
Learning convolution filters for inverse covariance estimation of neural network connectivity
In Poster Session
George Mohler
[ PDF] 
Poster
Thu Dec 11 11:00 AM -- 03:00 PM (PST) @ Level 2, room 210D
Modeling Deep Temporal Dependencies with Recurrent "Grammar Cells"
In Poster Session
Vincent Michalski · Roland Memisevic · Kishore Konda
[ PDF] 
Poster
Thu Dec 11 11:00 AM -- 03:00 PM (PST) @ Level 2, room 210D
Message Passing Inference for Large Scale Graphical Models with High Order Potentials
In Poster Session
Jian Zhang · Alex Schwing · Raquel Urtasun
[ PDF] 
Poster
Thu Dec 11 11:00 AM -- 03:00 PM (PST) @ Level 2, room 210D
Learning Shuffle Ideals Under Restricted Distributions
In Poster Session
Dongqu Chen
[ PDF] 
Poster
Thu Dec 11 11:00 AM -- 03:00 PM (PST) @ Level 2, room 210D
Joint Training of a Convolutional Network and a Graphical Model for Human Pose Estimation
In Poster Session
Jonathan J Tompson · Arjun Jain · Yann LeCun · Christoph Bregler
[ PDF] 
Poster
Thu Dec 11 11:00 AM -- 03:00 PM (PST) @ Level 2, room 210D
Learning Optimal Commitment to Overcome Insecurity
In Poster Session
Avrim Blum · Nika Haghtalab · Ariel Procaccia
[ PDF] 
Poster
Thu Dec 11 11:00 AM -- 03:00 PM (PST) @ Level 2, room 210D
Learning Chordal Markov Networks by Dynamic Programming
In Poster Session
Kustaa Kangas · Mikko Koivisto · Teppo Niinimäki
[ PDF] 
Poster
Thu Dec 11 11:00 AM -- 03:00 PM (PST) @ Level 2, room 210D
Incremental Local Gaussian Regression
In Poster Session
Franziska Meier · Philipp Hennig · Stefan Schaal
[ PDF] 
Poster
Thu Dec 11 11:00 AM -- 03:00 PM (PST) @ Level 2, room 210D
Improved Distributed Principal Component Analysis
In Poster Session
Yingyu Liang · Maria-Florina F Balcan · Vandana Kanchanapally · David Woodruff
[ PDF] 
Poster
Thu Dec 11 11:00 AM -- 03:00 PM (PST) @ Level 2, room 210D
Graphical Models for Recovering Probabilistic and Causal Queries from Missing Data
In Poster Session
Karthika Mohan · Judea Pearl
[ PDF] 
Poster
Thu Dec 11 11:00 AM -- 03:00 PM (PST) @ Level 2, room 210D
Hardness of parameter estimation in graphical models
In Poster Session
Guy Bresler · David Gamarnik · Devavrat Shah
[ PDF] 
Poster
Thu Dec 11 11:00 AM -- 03:00 PM (PST) @ Level 2, room 210D
Gibbs-type Indian Buffet Processes
In Poster Session
Creighton Heaukulani · Daniel Roy
Poster
Thu Dec 11 11:00 AM -- 03:00 PM (PST) @ Level 2, room 210D
Just-In-Time Learning for Fast and Flexible Inference
In Poster Session
S. M. Ali Eslami · Danny Tarlow · Pushmeet Kohli · John Winn
[ PDF] 
Poster
Thu Dec 11 11:00 AM -- 03:00 PM (PST) @ Level 2, room 210D
Incremental Clustering: The Case for Extra Clusters
In Poster Session
Margareta Ackerman · Sanjoy Dasgupta
[ PDF] 
Poster
Thu Dec 11 11:00 AM -- 03:00 PM (PST) @ Level 2, room 210D
Extracting Certainty from Uncertainty: Transductive Pairwise Classification from Pairwise Similarities
In Poster Session
Tianbao Yang · Rong Jin
[ PDF] 
Poster
Thu Dec 11 11:00 AM -- 03:00 PM (PST) @ Level 2, room 210D
Generalized Unsupervised Manifold Alignment
In Poster Session
Zhen Cui · Hong Chang · Shiguang Shan · Xilin Chen
[ PDF] 
Poster
Thu Dec 11 11:00 AM -- 03:00 PM (PST) @ Level 2, room 210D
Fairness in Multi-Agent Sequential Decision-Making
In Poster Session
Chongjie Zhang · Julie A Shah
[ PDF] 
Poster
Thu Dec 11 11:00 AM -- 03:00 PM (PST) @ Level 2, room 210D
Flexible Transfer Learning under Support and Model Shift
In Poster Session
Xuezhi Wang · Jeff Schneider
[ PDF] 
Poster
Thu Dec 11 11:00 AM -- 03:00 PM (PST) @ Level 2, room 210D
Exploiting Linear Structure Within Convolutional Networks for Efficient Evaluation
In Poster Session
Emily Denton · Wojciech Zaremba · Joan Bruna · Yann LeCun · Rob Fergus
[ PDF] 
Poster
Thu Dec 11 11:00 AM -- 03:00 PM (PST) @ Level 2, room 210D
Extracting Latent Structure From Multiple Interacting Neural Populations
In Poster Session
Joao Semedo · Amin Zandvakili · Adam Kohn · Christian Machens · Byron M Yu
[ PDF] 
Poster
Thu Dec 11 11:00 AM -- 03:00 PM (PST) @ Level 2, room 210D
Expectation-Maximization for Learning Determinantal Point Processes
In Poster Session
Jennifer A Gillenwater · Alex Kulesza · Emily Fox · Ben Taskar
[ PDF] 
Poster
Thu Dec 11 11:00 AM -- 03:00 PM (PST) @ Level 2, room 210D
Exclusive Feature Learning on Arbitrary Structures via $\ell_{1,2}$-norm
In Poster Session
Deguang Kong · Ryohei Fujimaki · Ji Liu · Feiping Nie · Chris Ding
[ PDF] 
Poster
Thu Dec 11 11:00 AM -- 03:00 PM (PST) @ Level 2, room 210D
Divide-and-Conquer Learning by Anchoring a Conical Hull
In Poster Session
Tianyi Zhou · Jeffrey A Bilmes · Carlos Guestrin
[ PDF] 
Poster
Thu Dec 11 11:00 AM -- 03:00 PM (PST) @ Level 2, room 210D
Distributed Variational Inference in Sparse Gaussian Process Regression and Latent Variable Models
In Poster Session
Yarin Gal · Mark van der Wilk · Carl Edward Rasmussen
[ PDF] 
Poster
Thu Dec 11 11:00 AM -- 03:00 PM (PST) @ Level 2, room 210D
Efficient Inference of Continuous Markov Random Fields with Polynomial Potentials
In Poster Session
Shenlong Wang · Alex Schwing · Raquel Urtasun
[ PDF] 
Poster
Thu Dec 11 11:00 AM -- 03:00 PM (PST) @ Level 2, room 210D
Diverse Randomized Agents Vote to Win
In Poster Session
Albert Jiang · Leandro Soriano Marcolino · Ariel Procaccia · Tuomas Sandholm · Nisarg Shah · Milind Tambe
[ PDF] 
Poster
Thu Dec 11 11:00 AM -- 03:00 PM (PST) @ Level 2, room 210D
Distributed Bayesian Posterior Sampling via Moment Sharing
In Poster Session
Minjie Xu · Balaji Lakshminarayanan · Yee Whye Teh · Jun Zhu · Bo Zhang
[ PDF] 
Poster
Thu Dec 11 11:00 AM -- 03:00 PM (PST) @ Level 2, room 210D
Deep Recursive Neural Networks for Compositionality in Language
In Poster Session
Ozan Irsoy · Claire Cardie
[ PDF] 
Poster
Thu Dec 11 11:00 AM -- 03:00 PM (PST) @ Level 2, room 210D
Discriminative Unsupervised Feature Learning with Convolutional Neural Networks
In Poster Session
Alexey Dosovitskiy · Jost Tobias Springenberg · Martin Riedmiller · Thomas Brox
[ PDF] 
Poster
Thu Dec 11 11:00 AM -- 03:00 PM (PST) @ Level 2, room 210D
Bayesian Sampling Using Stochastic Gradient Thermostats
In Poster Session
Nan Ding · Youhan Fang · Ryan Babbush · Changyou Chen · Robert D Skeel · Hartmut Neven
[ PDF] 
Poster
Thu Dec 11 11:00 AM -- 03:00 PM (PST) @ Level 2, room 210D
Discovering Structure in High-Dimensional Data Through Correlation Explanation
In Poster Session
Greg Ver Steeg · Aram Galstyan
[ PDF] 
Poster
Thu Dec 11 11:00 AM -- 03:00 PM (PST) @ Level 2, room 210D
Decoupled Variational Gaussian Inference
In Poster Session
Mohammad Emtiyaz Khan
[ PDF] 
Poster
Thu Dec 11 11:00 AM -- 03:00 PM (PST) @ Level 2, room 210D
Multi-View Perceptron: a Deep Model for Learning Face Identity and View Representations
In Poster Session
Zhenyao Zhu · Ping Luo · Xiaogang Wang · Xiaoou Tang
[ PDF] 
Poster
Thu Dec 11 11:00 AM -- 03:00 PM (PST) @ Level 2, room 210D
Convolutional Neural Network Architectures for Matching Natural Language Sentences
In Poster Session
Baotian Hu · Zhengdong Lu · Hang Li · Qingcai Chen
[ PDF] 
Poster
Thu Dec 11 11:00 AM -- 03:00 PM (PST) @ Level 2, room 210D
Concavity of reweighted Kikuchi approximation
In Poster Session
Po-Ling Loh · Andre Wibisono
[ PDF] 
Poster
Thu Dec 11 11:00 AM -- 03:00 PM (PST) @ Level 2, room 210D
Cone-Constrained Principal Component Analysis
In Poster Session
Yash Deshpande · Andrea Montanari · Emile Richard
[ PDF] 
Poster
Thu Dec 11 11:00 AM -- 03:00 PM (PST) @ Level 2, room 210D
Computing Nash Equilibria in Generalized Interdependent Security Games
In Poster Session
Hau Chan · Luis E Ortiz
[ PDF] 
Poster
Thu Dec 11 11:00 AM -- 03:00 PM (PST) @ Level 2, room 210D
Causal Inference through a Witness Protection Program
In Poster Session
Ricardo Silva · Robin Evans
[ PDF] 
Poster
Thu Dec 11 11:00 AM -- 03:00 PM (PST) @ Level 2, room 210D
Communication-Efficient Distributed Dual Coordinate Ascent
In Poster Session
Martin Jaggi · Virginia Smith · Martin Takac · Jonathan Terhorst · Sanjay Krishnan · Thomas Hofmann · Michael Jordan
[ PDF] 
Poster
Thu Dec 11 11:00 AM -- 03:00 PM (PST) @ Level 2, room 210D
Approximating Hierarchical MV-sets for Hierarchical Clustering
In Poster Session
Assaf Glazer · Omer Weissbrod · Michael Lindenbaum · Shaul Markovitch
[ PDF] 
Poster
Thu Dec 11 11:00 AM -- 03:00 PM (PST) @ Level 2, room 210D
Beyond the Birkhoff Polytope: Convex Relaxations for Vector Permutation Problems
In Poster Session
Cong Han Lim · Stephen Wright
[ PDF] 
Poster
Thu Dec 11 11:00 AM -- 03:00 PM (PST) @ Level 2, room 210D
Augmentative Message Passing for Traveling Salesman Problem and Graph Partitioning
In Poster Session
Mohsen Ravanbakhsh · Reihaneh Rabbany · Russell Greiner
[ PDF] 
Poster
Thu Dec 11 11:00 AM -- 03:00 PM (PST) @ Level 2, room 210D
Biclustering Using Message Passing
In Poster Session
Luke O'Connor · Soheil Feizi
Poster
Thu Dec 11 11:00 AM -- 03:00 PM (PST) @ Level 2, room 210D
Bregman Alternating Direction Method of Multipliers
In Poster Session
Huahua Wang · Arindam Banerjee
[ PDF] 
Poster
Thu Dec 11 11:00 AM -- 03:00 PM (PST) @ Level 2, room 210D
Optimal Teaching for Limited-Capacity Human Learners
In Poster Session
Kaustubh R Patil · Jerry Zhu · Łukasz Kopeć · Bradley C Love
[ PDF] 
Poster
Thu Dec 11 11:00 AM -- 03:00 PM (PST) @ Level 2, room 210D
A statistical model for tensor PCA
In Poster Session
Emile Richard · Andrea Montanari
[ PDF] 
Poster
Thu Dec 11 11:00 AM -- 03:00 PM (PST) @ Level 2, room 210D
Automatic Discovery of Cognitive Skills to Improve the Prediction of Student Learning
In Poster Session
Robert Lindsey · Mohammad Khajah · Michael Mozer
[ PDF] 
Poster
Thu Dec 11 11:00 AM -- 03:00 PM (PST) @ Level 2, room 210D
Accelerated Mini-batch Randomized Block Coordinate Descent Method
In Poster Session
Tuo Zhao · Mo Yu · Yiming Wang · Raman Arora · Han Liu
[ PDF] 
Poster
Thu Dec 11 11:00 AM -- 03:00 PM (PST) @ Level 2, room 210D
Algorithm selection by rational metareasoning as a model of human strategy selection
In Poster Session
Falk Lieder · Dillon Plunkett · Jessica B Hamrick · Stuart J Russell · Nicholas Hay · Tom Griffiths
[ PDF] 
Poster
Thu Dec 11 11:00 AM -- 03:00 PM (PST) @ Level 2, room 210D
Analysis of Variational Bayesian Latent Dirichlet Allocation: Weaker Sparsity Than MAP
In Poster Session
Shinichi Nakajima · Issei Sato · Masashi Sugiyama · Kazuho Watanabe · Hiroko Kobayashi
[ PDF] 
Poster
Thu Dec 11 11:00 AM -- 03:00 PM (PST) @ Level 2, room 210D
A Framework for Testing Identifiability of Bayesian Models of Perception
In Poster Session
Luigi Acerbi · Wei Ji Ma · Sethu Vijayakumar
[ PDF] 
Poster
Thu Dec 11 11:00 AM -- 03:00 PM (PST) @ Level 2, room 210D
A Filtering Approach to Stochastic Variational Inference
In Poster Session
Neil Houlsby · David Blei
[ PDF] 
Poster
Thu Dec 11 11:00 AM -- 03:00 PM (PST) @ Level 2, room 210D
Unsupervised learning of an efficient short-term memory network
In Poster Session
Pietro Vertechi · Wieland Brendel · Christian Machens
[ PDF] 
Poster
Thu Dec 11 11:00 AM -- 03:00 PM (PST) @ Level 2, room 210D
Structure Regularization for Structured Prediction
In Poster Session
Xu Sun
[ PDF] 
Poster
Thu Dec 11 11:00 AM -- 03:00 PM (PST) @ Level 2, room 210D
A Complete Variational Tracker
In Poster Session
Ryan D Turner · Steven Bottone · Bhargav Avasarala
[ PDF] 
Poster
Thu Dec 11 11:00 AM -- 03:00 PM (PST) @ Level 2, room 210D
Transportability from Multiple Environments with Limited Experiments: Completeness Results
In Poster Session
Elias Bareinboim · Judea Pearl
[ PDF] 
Poster
Thu Dec 11 11:00 AM -- 03:00 PM (PST) @ Level 2, room 210D
Randomized Experimental Design for Causal Graph Discovery
In Poster Session
Huining Hu · Zhentao Li · Adrian R Vetta
[ PDF] 
Poster
Thu Dec 11 11:00 AM -- 03:00 PM (PST) @ Level 2, room 210D
Recurrent Models of Visual Attention
In Poster Session
Volodymyr Mnih · Nicolas Heess · Alex Graves · koray kavukcuoglu
[ PDF] 
Poster
Thu Dec 11 11:00 AM -- 03:00 PM (PST) @ Level 2, room 210D
Poisson Process Jumping between an Unknown Number of Rates: Application to Neural Spike Data
In Poster Session
Florian Stimberg · Andreas Ruttor · Manfred Opper
[ PDF] 
Poster
Thu Dec 11 11:00 AM -- 03:00 PM (PST) @ Level 2, room 210D
Optimal decision-making with time-varying evidence reliability
In Poster Session
Jan Drugowitsch · Ruben Moreno-Bote · Alexandre Pouget
[ PDF] 
Poster
Thu Dec 11 11:00 AM -- 03:00 PM (PST) @ Level 2, room 210D
Making Pairwise Binary Graphical Models Attractive
In Poster Session
Nicholas Ruozzi · Tony Jebara
[ PDF] 
Poster
Thu Dec 11 11:00 AM -- 03:00 PM (PST) @ Level 2, room 210D
Mode Estimation for High Dimensional Discrete Tree Graphical Models
In Poster Session
Chao Chen · Han Liu · Dimitris Metaxas · Tianqi Zhao
[ PDF] 
Poster
Thu Dec 11 11:00 AM -- 03:00 PM (PST) @ Level 2, room 210D
Causal Strategic Inference in Networked Microfinance Economies
In Poster Session
Mohammad T Irfan · Luis E Ortiz
[ PDF] 
Poster
Thu Dec 11 11:00 AM -- 03:00 PM (PST) @ Level 2, room 210D
Augur: Data-Parallel Probabilistic Modeling
In Poster Session
Jean-Baptiste Tristan · Daniel Huang · Joseph Tassarotti · Adam Pocock · Stephen Green · Guy L Steele
[ PDF] 
Poster
Thu Dec 11 11:00 AM -- 03:00 PM (PST) @ Level 2, room 210D
Depth Map Prediction from a Single Image using a Multi-Scale Deep Network
In Poster Session
David Eigen · Christian Puhrsch · Rob Fergus
[ PDF] 
Poster
Thu Dec 11 11:00 AM -- 03:00 PM (PST) @ Level 2, room 210D
Advances in Learning Bayesian Networks of Bounded Treewidth
In Poster Session
Siqi Nie · Denis Maua · Cassio P de Campos · Qiang Ji
[ PDF] 
Poster
Thu Dec 11 11:00 AM -- 03:00 PM (PST) @ Level 2, room 210D
A Statistical Decision-Theoretic Framework for Social Choice
In Poster Session
Hossein Azari Soufiani · David Parkes · Lirong Xia
[ PDF]