Mathematics & Optimization

Statistical Inference for Incomplete Ranking Data: The Case of Rank-Dependent Coarsening ICML 2017 Statistical Inference with Unnormalized Discrete Models and Localized Homogeneous Divergences JMLR 2017 Staying Ahead of the Game: Adaptive Robust Optimization for Dynamic Allocation of Threat Screening Resources IJCAI 2017 Stepsize Control for Acoustic Feedback Cancellation Based on the Detection of Reverberant Signal Periods and the Estimated System Distance Interspeech 2017 Stereo-Based 3D Reconstruction of Dynamic Fluid Surfaces by Global Optimization CVPR 2017 StingyCD: Safely Avoiding Wasteful Updates in Coordinate Descent ICML 2017 Stochastic Adaptive Quasi-Newton Methods for Minimizing Expected Values ICML 2017 Stochastic and Adversarial Online Learning without Hyperparameters NeurIPS 2017 Stochastic Approximation for Canonical Correlation Analysis NeurIPS 2017 Stochastic Bouncy Particle Sampler ICML 2017 Stochastic Composite Least-Squares Regression with Convergence Rate $O(1/n)$ COLT 2017 Stochastic Constraint Programming IJCAI 2017 Stochastic Constraint Programming with And-Or Branch-and-Bound IJCAI 2017 Stochastic Convex Optimization: Faster Local Growth Implies Faster Global Convergence ICML 2017 Stochastic DCA for the Large-sum of Non-convex Functions Problem and its Application to Group Variable Selection in Classification ICML 2017 Stochastic Difference of Convex Algorithm and its Application to Training Deep Boltzmann Machines AISTATS 2017 Stochastic Mirror Descent in Variationally Coherent Optimization Problems NeurIPS 2017 Stochastic Modified Equations and Adaptive Stochastic Gradient Algorithms ICML 2017 Stochastic Optimization with Variance Reduction for Infinite Datasets with Finite Sum Structure NeurIPS 2017 Stochastic Primal-Dual Coordinate Method for Regularized Empirical Risk Minimization JMLR 2017 Stochastic Submodular Maximization: The Case of Coverage Functions NeurIPS 2017 Straggler Mitigation in Distributed Optimization Through Data Encoding NeurIPS 2017 Streaming Robust Submodular Maximization: A Partitioned Thresholding Approach NeurIPS 2017 Streaming Weak Submodularity: Interpreting Neural Networks on the Fly NeurIPS 2017 Strong NP-Hardness for Sparse Optimization with Concave Penalty Functions ICML 2017