Mathematics & Optimization

Double Updating Online Learning JMLR 2011 Efficient coding of natural images with a population of noisy Linear-Nonlinear neurons NeurIPS 2011 Efficient Methods for Overlapping Group Lasso NeurIPS 2011 Efficient Offline Communication Policies for Factored Multiagent POMDPs NeurIPS 2011 Efficient Online Learning via Randomized Rounding NeurIPS 2011 Efficient variable selection in support vector machines via the alternating direction method of multipliers AISTATS 2011 Energetically Optimal Action Potentials NeurIPS 2011 Exploiting Variable Stiffness in Explosive Movement Tasks RSS 2011 Faithfulness in Chain Graphs: The Gaussian Case AISTATS 2011 Fast b-matching via Sufficient Selection Belief Propagation AISTATS 2011 Faster Algorithms for Max-Product Message-Passing JMLR 2011 Fast Trajectory Correction for Nonholonomic Mobile Robots using Affine Transformations RSS 2011 Finite Time Analysis of Stratified Sampling for Monte Carlo NeurIPS 2011 Finite-Time Regional Verification of Stochastic Nonlinear Systems RSS 2011 Follow-the-Regularized-Leader and Mirror Descent: Equivalence Theorems and L1 Regularization AISTATS 2011 Forest Density Estimation JMLR 2011 From Bandits to Experts: On the Value of Side-Observations NeurIPS 2011 From Stochastic Nonlinear Integrate-and-Fire to Generalized Linear Models NeurIPS 2011 Gaussian process modulated renewal processes NeurIPS 2011 Generalised Coupled Tensor Factorisation NeurIPS 2011 Generalization Bound for Infinitely Divisible Empirical Process AISTATS 2011 Generalized Beta Mixtures of Gaussians NeurIPS 2011 Generalized Lasso based Approximation of Sparse Coding for Visual Recognition NeurIPS 2011 Generative Modeling for Maximizing Precision and Recall in Information Visualization AISTATS 2011 Global Optimization of Robotic Grasps RSS 2011