Papers
A Convex Upper Bound on the Log-Partition Function for Binary Distributions
Laurent E. Ghaoui, Assane Gueye
Convergence and Rate of Convergence of a Manifold-Based Dimension Reduction Algorithm
Andrew Smith, Hongyuan Zha, Xiao-ming Wu
High-dimensional support union recovery in multivariate regression
Guillaume R. Obozinski, Martin J. Wainwright, Michael I. Jordan
Cell Assemblies in Large Sparse Inhibitory Networks of Biologically Realistic Spiking Neurons
Adam Ponzi, Jeff Wickens
Predicting the Geometry of Metal Binding Sites from Protein Sequence
Paolo Frasconi, Andrea Passerini
Recursive Segmentation and Recognition Templates for 2D Parsing
Leo Zhu, Yuanhao Chen, Yuan Lin et al.
Nonparametric regression and classification with joint sparsity constraints
Han Liu, Larry Wasserman, John D. Lafferty
Look Ma, No Hands: Analyzing the Monotonic Feature Abstraction for Text Classification
Doug Downey, Oren Etzioni
Beyond Novelty Detection: Incongruent Events, when General and Specific Classifiers Disagree
Daphna Weinshall, Hynek Hermansky, Alon Zweig et al.
Multi-Agent Filtering with Infinitely Nested Beliefs
Luke Zettlemoyer, Brian Milch, Leslie P. Kaelbling
Tighter Bounds for Structured Estimation
Olivier Chapelle, Chuong B. Do, Choon H. Teo et al.
Regularized Co-Clustering with Dual Supervision
Vikas Sindhwani, Jianying Hu, Aleksandra Mojsilovic
The Conjoint Effect of Divisive Normalization and Orientation Selectivity on Redundancy Reduction
Fabian H. Sinz, Matthias Bethge
Exact Convex Confidence-Weighted Learning
Koby Crammer, Mark Dredze, Fernando Pereira
Fast Prediction on a Tree
Mark Herbster, Massimiliano Pontil, Sergio R. Galeano
Robust Near-Isometric Matching via Structured Learning of Graphical Models
Alex J. Smola, Julian J. Mcauley, Tibério S. Caetano
Offline Handwriting Recognition with Multidimensional Recurrent Neural Networks
Alex Graves, Jürgen Schmidhuber
Bounding Performance Loss in Approximate MDP Homomorphisms
Jonathan Taylor, Doina Precup, Prakash Panagaden
An Efficient Sequential Monte Carlo Algorithm for Coalescent Clustering
Dilan Gorur, Yee W. Teh
Using Bayesian Dynamical Systems for Motion Template Libraries
Silvia Chiappa, Jens Kober, Jan R. Peters
Diffeomorphic Dimensionality Reduction
Christian Walder, Bernhard Schölkopf
How memory biases affect information transmission: A rational analysis of serial reproduction
Jing Xu, Thomas L. Griffiths
Stress, noradrenaline, and realistic prediction of mouse behaviour using reinforcement learning
Carmen Sandi, Wulfram Gerstner, Gediminas Lukšys
Model Selection in Gaussian Graphical Models: High-Dimensional Consistency of \boldmath$\ell_1$-regularized MLE
Garvesh Raskutti, Bin Yu, Martin J. Wainwright et al.
Kernel-ARMA for Hand Tracking and Brain-Machine interfacing During 3D Motor Control
Lavi Shpigelman, Hagai Lalazar, Eilon Vaadia