Mathematics & Optimization

Asynchronous Distributed ADMM for Consensus Optimization ICML 2014 A Tensor Approach to Learning Mixed Membership Community Models JMLR 2014 Augmentative Message Passing for Traveling Salesman Problem and Graph Partitioning NeurIPS 2014 Average Case Analysis of High-Dimensional Block-Sparse Recovery and Regression for Arbitrary Designs AISTATS 2014 A Wild Bootstrap for Degenerate Kernel Tests NeurIPS 2014 Axioms for Graph Clustering Quality Functions JMLR 2014 Bandit Convex Optimization: Towards Tight Bounds NeurIPS 2014 Bayes-Adaptive Simulation-based Search with Value Function Approximation NeurIPS 2014 Bayesian Entropy Estimation for Countable Discrete Distributions JMLR 2014 Bayesian Multi-Scale Optimistic Optimization AISTATS 2014 Bayesian Optimization with Inequality Constraints ICML 2014 BayesOpt: A Bayesian Optimization Library for Nonlinear Optimization, Experimental Design and Bandits JMLR 2014 Belief propagation, robust reconstruction and optimal recovery of block models COLT 2014 Best-Arm Identification in Linear Bandits NeurIPS 2014 Beyond the Birkhoff Polytope: Convex Relaxations for Vector Permutation Problems NeurIPS 2014 Beyond the Regret Minimization Barrier: Optimal Algorithms for Stochastic Strongly-Convex Optimization JMLR 2014 Bio-Artificial Synergies for Grasp Posture Control of Supernumerary Robotic Fingers RSS 2014 Bounded Regret for Finite-Armed Structured Bandits NeurIPS 2014 Bregman Alternating Direction Method of Multipliers NeurIPS 2014 Bridging Viterbi and Posterior Decoding: A Generalized Risk Approach to Hidden Path Inference Based on Hidden Markov Models JMLR 2014 Causal Strategic Inference in Networked Microfinance Economies NeurIPS 2014 CID: Combined Image Denoising in Spatial and Frequency Domains Using Web Images CVPR 2014 Circulant Binary Embedding ICML 2014 Clustering from Labels and Time-Varying Graphs NeurIPS 2014 Clustering Partially Observed Graphs via Convex Optimization JMLR 2014