Mathematics & Optimization

A Statistical Model for Recreational Trails in Aerial Images CVPR 2013 Asymptotic Results on Adaptive False Discovery Rate Controlling Procedures Based on Kernel Estimators JMLR 2013 A Tale of Two Metrics: Simultaneous Bounds on Competitiveness and Regret COLT 2013 A Tensor Spectral Approach to Learning Mixed Membership Community Models COLT 2013 Automatic Kronecker Product Model Based Detection of Repeated Patterns in 2D Urban Images ICCV 2013 Automatic Online Calibration of Cameras and Lasers RSS 2013 Auxiliary Cuts for General Classes of Higher Order Functionals CVPR 2013 Auxiliary-variable Exact Hamiltonian Monte Carlo Samplers for Binary Distributions NeurIPS 2013 Average Reward Optimization Objective In Partially Observable Domains ICML 2013 Bayesian entropy estimation for binary spike train data using parametric prior knowledge NeurIPS 2013 Bayesian Games for Adversarial Regression Problems ICML 2013 Bayesian Inference and Learning in Gaussian Process State-Space Models with Particle MCMC NeurIPS 2013 Bayesian optimization explains human active search NeurIPS 2013 Beating Bandits in Gradually Evolving Worlds COLT 2013 Bethe Bounds and Approximating the Global Optimum AISTATS 2013 Better Approximation and Faster Algorithm Using the Proximal Average NeurIPS 2013 Better Rates for Any Adversarial Deterministic MDP ICML 2013 Beyond Fano's Inequality: Bounds on the Optimal F-Score, BER, and Cost-Sensitive Risk and Their Implications JMLR 2013 BIG & QUIC: Sparse Inverse Covariance Estimation for a Million Variables NeurIPS 2013 Bilinear Programming for Human Activity Recognition with Unknown MRF Graphs CVPR 2013 Blind Calibration in Compressed Sensing using Message Passing Algorithms NeurIPS 2013 Blind Deconvolution of Widefield Fluorescence Microscopic Data by Regularization of the Optical Transfer Function (OTF) CVPR 2013 Blind Signal Separation in the Presence of Gaussian Noise COLT 2013 Block-Coordinate Frank-Wolfe Optimization for Structural SVMs ICML 2013 Bounded regret in stochastic multi-armed bandits COLT 2013