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Poster
Mon Dec 03 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
The Coloured Noise Expansion and Parameter Estimation of Diffusion Processes
Simon Lyons · Amos Storkey · Simo Sarkka
Poster
Mon Dec 03 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Why MCA? Nonlinear Spike-and-slab Sparse Coding for Neurally Plausible Image Encoding
Jacquelyn A Shelton · Philip Sterne · Jörg Bornschein · Abdul Saboor Sheikh · Jörg Lücke
Poster
Mon Dec 03 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
High-dimensional Nonparanormal Graph Estimation via Smooth-projected Neighborhood Pursuit
Tuo Zhao · Kathryn Roeder · Han Liu
Poster
Mon Dec 03 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Multiresolution analysis on the symmetric group
Risi Kondor · Walter H Dempsey
Poster
Mon Dec 03 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
MAP Inference in Chains using Column Generation
David Belanger · Alexandre T Passos · Sebastian Riedel · Andrew McCallum
Poster
Mon Dec 03 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Approximate Message Passing with Consistent Parameter Estimation and Applications to Sparse Learning
Ulugbek S Kamilov · Sundeep Rangan · Alyson Fletcher · MIchael Unser
Poster
Mon Dec 03 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Multi-scale Hyper-time Hardware Emulation of Human Motor Nervous System Based on Spiking Neurons using FPGA
Chuanxin Niu · Sirish Nandyala · Won Joon Sohn · Terence Sanger
Poster
Mon Dec 03 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
The representer theorem for Hilbert spaces: a necessary and sufficient condition
Francesco Dinuzzo · Bernhard Schölkopf
Poster
Mon Dec 03 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Assessing Blinding in Clinical Trials
Ognjen Arandjelovic
Poster
Mon Dec 03 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Synchronization can Control Regularization in Neural Systems via Correlated Noise Processes
Jake Bouvrie · Jean-Jacques Slotine
Poster
Mon Dec 03 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Compressive Sensing MRI with Wavelet Tree Sparsity
Chen Chen · Junzhou Huang
Poster
Mon Dec 03 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Efficient coding connects prior and likelihood function in perceptual Bayesian inference
Xue-Xin Wei · Alan A Stocker
Poster
Mon Dec 03 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Dip-means: an incremental clustering method for estimating the number of clusters
Argyris Kalogeratos · Aristidis Likas
Poster
Mon Dec 03 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Bayesian Probabilistic Co-Subspace Addition
Lei Shi
Poster
Mon Dec 03 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Waveform Driven Plasticity in BiFeO3 Memristive Devices: Model and Implementation
Christian Mayr · Paul Stärke · Johannes Partzsch · Love Cederstroem · Rene Schüffny · Yao Shuai · Nan Du · Heidemarie Schmidt
Poster
Mon Dec 03 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Mixing Properties of Conditional Markov Chains with Unbounded Feature Functions
Mathieu Sinn · Bei Chen
Poster
Mon Dec 03 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Homeostatic plasticity in Bayesian spiking networks as Expectation Maximization with posterior constraints
Stefan Habenschuss · Johannes Bill · Bernhard Nessler
Poster
Mon Dec 03 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Bayesian estimation of discrete entropy with mixtures of stick-breaking priors
Evan W Archer · Jonathan W Pillow · Il Memming Park
Poster
Mon Dec 03 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Slice sampling normalized kernel-weighted completely random measure mixture models
Nick Foti · Sinead Williamson
Poster
Mon Dec 03 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
A Divide-and-Conquer Method for Sparse Inverse Covariance Estimation
Cho-Jui Hsieh · Inderjit S Dhillon · Pradeep Ravikumar · Arindam Banerjee
Poster
Mon Dec 03 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Perceptron Learning of SAT
Alex Flint · Matthew B Blaschko
Poster
Mon Dec 03 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Submodular Bregman Divergences with Applications
Rishabh K Iyer · Jeff Bilmes
Poster
Mon Dec 03 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
The Time-Marginalized Coalescent Prior for Hierarchical Clustering
Levi Boyles · Max Welling
Poster
Mon Dec 03 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Deep Neural Networks Segment Neuronal Membranes in Electron Microscopy Images
Dan Ciresan · Alessandro Giusti · luca Maria Gambardella · Jürgen Schmidhuber
Poster
Mon Dec 03 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
A System for Predicting Action Content On-Line and in Real Time before Action Onset in Humans – an Intracranial Study
Uri M Maoz · Shengxuan Ye · Ian Ross · Adam Mamelak · Christof Koch
Poster
Mon Dec 03 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Burn-in, bias, and the rationality of anchoring
Falk Lieder · Tom Griffiths · Noah Goodman
Poster
Mon Dec 03 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Clustering Aggregation as Maximum-Weight Independent Set
Nan Li · Longin Jan J Latecki
Poster
Mon Dec 03 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Tractable Objectives for Robust Policy Optimization
Katherine Chen · Michael Bowling
Poster
Mon Dec 03 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Meta-Gaussian Information Bottleneck
Melanie Rey · Volker Roth
Poster
Mon Dec 03 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Efficient Monte Carlo Counterfactual Regret Minimization in Games with Many Player Actions
Richard G Gibson · Marc Lanctot · Neil Burch · Duane Szafron
Poster
Mon Dec 03 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Persistent Homology for Learning Densities with Bounded Support
Florian T Pokorny · Carl Henrik Ek · Hedvig Kjellström · Danica Kragic
Poster
Mon Dec 03 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Learning curves for multi-task Gaussian process regression
Peter Sollich · Simon R Ashton
Poster
Mon Dec 03 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Generalization Bounds for Domain Adaptation
Chao Zhang · Jieping Ye · Lei Zhang
Poster
Mon Dec 03 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Isotropic Hashing
Weihao Kong · Wu-Jun Li
Poster
Mon Dec 03 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Iterative Thresholding Algorithm for Sparse Inverse Covariance Estimation
Benjamin Rolfs · Bala Rajaratnam · Dominique Guillot · Arian Maleki · Ian Wong
Poster
Mon Dec 03 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Bayesian Nonparametric Maximum Margin Matrix Factorization for Collaborative Prediction
Minjie Xu · Jun Zhu · Bo Zhang
Poster
Mon Dec 03 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
A lattice filter model of the visual pathway
Karol Gregor · Dmitri B Chklovskii
Poster
Mon Dec 03 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Symbolic Dynamic Programming for Continuous State and Observation POMDPs
Zahra Zamani · Scott Sanner · Pascal Poupart · Kristian Kersting
Poster
Mon Dec 03 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Learned Prioritization for Trading Off Accuracy and Speed
Jiarong Jiang · Adam Teichert · Hal Daumé III · Jason Eisner
Poster
Mon Dec 03 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Fusion with Diffusion for Robust Visual Tracking
Yu Zhou · Xiang Bai · Wenyu Liu · Longin Jan J Latecki
Poster
Mon Dec 03 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Efficient Sampling for Bipartite Matching Problems
Maksims Volkovs · Richard Zemel
Poster
Mon Dec 03 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Q-MKL: Matrix-induced Regularization in Multi-Kernel Learning with Applications to Neuroimaging
Chris Hinrichs · Vikas Singh · Jiming Peng · Sterling C Johnson
Poster
Mon Dec 03 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Learning Multiple Tasks using Shared Hypotheses
Yacov Crammer · Yishay Mansour
Poster
Mon Dec 03 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Clustering by Nonnegative Matrix Factorization Using Graph Random Walk
Zhirong Yang · Tele Hao · Onur Dikmen · Xi Chen · Erkki Oja
Poster
Mon Dec 03 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
The Lovasz $\theta$ function, SVMs and finding large dense subgraphs
Vinay Jethava · Anders Martinsson · Chiranjib Bhattacharyya · Devdatt Dubhashi
Poster
Mon Dec 03 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
3D Gaze Concurrences from Head-mounted Cameras
Hyun Soo Park · eakta Jain · Yaser Sheikh
Poster
Mon Dec 03 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Neurally Plausible Reinforcement Learning of Working Memory Tasks
Jaldert Rombouts · Sander M Bohte · Pieter Roelfsema
Poster
Mon Dec 03 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Angular Quantization based Binary Codes for Fast Similarity Search
Yunchao Gong · Sanjiv Kumar · Vishal Verma · Svetlana Lazebnik
Poster
Mon Dec 03 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Analog readout for optical reservoir computers
Anteo Smerieri · François Duport · Yvan Paquot · Marc Haelterman · Serge Massar
Poster
Mon Dec 03 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Learning Halfspaces with the Zero-One Loss: Time-Accuracy Tradeoffs
Aharon Birnbaum · Shai Shalev-Shwartz
Poster
Mon Dec 03 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Towards a learning-theoretic analysis of spike-timing dependent plasticity
David Balduzzi · Michel Besserve
Poster
Mon Dec 03 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Controlled Recognition Bounds for Visual Learning and Exploration
Vasiliy Karasev · Alessandro Chiuso · Stefano Soatto
Poster
Mon Dec 03 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Wavelet based multi-scale shape features on arbitrary surfaces for cortical thickness discrimination
Won Hwa Kim · Deepti Pachauri · Charles R Hatt · Moo. K Chung · Sterling C Johnson · Vikas Singh
Poster
Mon Dec 03 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Density-Difference Estimation
Masashi Sugiyama · Takafumi Kanamori · Taiji Suzuki · Marthinus C du Plessis · Song Liu · Ichiro Takeuchi
Poster
Mon Dec 03 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
A Scalable CUR Matrix Decomposition Algorithm: Lower Time Complexity and Tighter Bound
Shusen Wang · Zhihua Zhang
Poster
Mon Dec 03 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Nonconvex Penalization, Levy Processes and Concave Conjugates
Zhihua Zhang · Bojun Tu
Poster
Mon Dec 03 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Scalable nonconvex inexact proximal splitting
Suvrit Sra
Poster
Mon Dec 03 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Spiking and saturating dendrites differentially expand single neuron computation capacity.
Romain Cazé · Mark Humphries · Boris S Gutkin
Poster
Mon Dec 03 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
How They Vote: Issue-Adjusted Models of Legislative Behavior
Sean Gerrish · David Blei
Poster
Mon Dec 03 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
On the connections between saliency and tracking
Vijay Mahadevan · Nuno Vasconcelos
Poster
Mon Dec 03 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Optimal kernel choice for large-scale two-sample tests
Arthur Gretton · Bharath Sriperumbudur · Dino Sejdinovic · Heiko Strathmann · Sivaraman Balakrishnan · Massimiliano Pontil · Kenji Fukumizu
Poster
Mon Dec 03 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Coding efficiency and detectability of rate fluctuations with non-Poisson neuronal firing
Shinsuke Koyama
Poster
Mon Dec 03 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Feature Clustering for Accelerating Parallel Coordinate Descent
Chad Scherrer · Ambuj Tewari · Mahantesh Halappanavar · David Haglin
Poster
Mon Dec 03 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
The Bethe Partition Function of Log-supermodular Graphical Models
Nicholas Ruozzi
Poster
Mon Dec 03 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Learning the Dependency Structure of Latent Factors
Yunlong He · Yanjun Qi · koray kavukcuoglu · Haesun Park
Poster
Mon Dec 03 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Ensemble weighted kernel estimators for multivariate entropy estimation
Kumar Sricharan · Alfred Hero
Poster
Mon Dec 03 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Convergence and Energy Landscape for Cheeger Cut Clustering
Xavier Bresson · Thomas Laurent · David Uminsky · James von Brecht
Poster
Mon Dec 03 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Tight Bounds on Redundancy and Distinguishability of Label-Invariant Distributions
Jayadev Acharya · Hirakendu Das · Alon Orlitsky
Poster
Mon Dec 03 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Near-optimal Differentially Private Principal Components
Kamalika Chaudhuri · Anand D Sarwate · Kaushik Sinha
Poster
Mon Dec 03 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
One Permutation Hashing
Ping Li · Art B Owen · Cun-Hui Zhang
Poster
Mon Dec 03 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Projection Retrieval for Classification
Madalina Fiterau · Artur Dubrawski
Poster
Mon Dec 03 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
A Nonparametric Conjugate Prior Distribution for the Maximizing Argument of a Noisy Function
Pedro Ortega · Tim Genewein · Jordi Grau-Moya · David Balduzzi · Daniel A Braun
Poster
Mon Dec 03 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Recognizing Activities by Attribute Dynamics
Weixin Li · Nuno Vasconcelos
Poster
Mon Dec 03 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Practical Bayesian Optimization of Machine Learning Algorithms
Jasper Snoek · Hugo Larochelle · Ryan Adams
Poster
Mon Dec 03 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Cardinality Restricted Boltzmann Machines
Kevin Swersky · Daniel Tarlow · Ilya Sutskever · Richard Zemel · Russ Salakhutdinov · Ryan Adams
Poster
Mon Dec 03 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Scalable imputation of genetic data with a discrete fragmentation-coagulation process
Lloyd T Elliott · Yee Whye Teh
Poster
Mon Dec 03 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Learning visual motion in recurrent neural networks
Marius Pachitariu · Maneesh Sahani
Poster
Mon Dec 03 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Efficient Reinforcement Learning for High Dimensional Linear Quadratic Systems
Morteza Ibrahimi · Adel Javanmard · Benjamin Van Roy
Poster
Mon Dec 03 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Sparse Approximate Manifolds for Differential Geometric MCMC
Ben Calderhead · Matyas A Sustik
Poster
Mon Dec 03 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Exponential Concentration for Mutual Information Estimation with Application to Forests
Han Liu · John Lafferty · Larry Wasserman
Poster
Mon Dec 03 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
A Polynomial-time Form of Robust Regression
Yao-Liang Yu · Özlem Aslan · Dale Schuurmans
Poster
Mon Dec 03 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
A P300 BCI for the Masses: Prior Information Enables Instant Unsupervised Spelling
Pieter-Jan Kindermans · Hannes Verschore · David Verstraeten · Benjamin Schrauwen
Poster
Mon Dec 03 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Supervised Learning with Similarity Functions
Purushottam Kar · Prateek Jain
Poster
Mon Dec 03 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
On the Sample Complexity of Robust PCA
Matthew Coudron · Gilad Lerman
Poster
Mon Dec 03 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
A Simple and Practical Algorithm for Differentially Private Data Release
Moritz Hardt · Katrina Ligett · Frank McSherry
Poster
Mon Dec 03 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Action-Model Based Multi-agent Plan Recognition
Hankz Hankui Zhuo · Qiang Yang · Subbarao Kambhampati
Poster
Mon Dec 03 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Rational inference of relative preferences
Nisheeth Srivastava · Paul R Schrater
Poster
Mon Dec 03 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Online L1-Dictionary Learning with Application to Novel Document Detection
Shiva Kasiviswanathan · Huahua Wang · Arindam Banerjee · Prem Melville
Poster
Mon Dec 03 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Algorithms for Learning Markov Field Policies
Abdeslam Boularias · Oliver Kroemer · Jan Peters
Poster
Mon Dec 03 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Learning the Architecture of Sum-Product Networks Using Clustering on Variables
Aaron Dennis · Dan Ventura
Poster
Tue Dec 04 07:00 PM -- 11:59 PM (PST) @ Harrah’s Special Events Center 2nd Floor
Convergence Rate Analysis of MAP Coordinate Minimization Algorithms
Ofer Meshi · Tommi Jaakkola · Amir Globerson