Optimization

Asynchronous Stochastic Quasi-Newton MCMC for Non-Convex Optimization ICML 2018 A theory on the absence of spurious solutions for nonconvex and nonsmooth optimization NeurIPS 2018 A Two-Stage Penalized Least Squares Method for Constructing Large Systems of Structural Equations JMLR 2018 A Unifying Contrast Maximization Framework for Event Cameras, With Applications to Motion, Depth, and Optical Flow Estimation CVPR 2018 Baseline Desensitizing in Translation Averaging CVPR 2018 Breaking the Span Assumption Yields Fast Finite-Sum Minimization NeurIPS 2018 Catalyst Acceleration for First-order Convex Optimization: from Theory to Practice JMLR 2018 Complexity of Scheduling Charging in the Smart Grid IJCAI 2018 Computational Approaches for Stochastic Shortest Path on Succinct MDPs IJCAI 2018 Construction of Incoherent Dictionaries via Direct Babel Function Minimization ACML 2018 Contour location via entropy reduction leveraging multiple information sources NeurIPS 2018 Coordinate Descent with Bandit Sampling NeurIPS 2018 Cut-Pursuit Algorithm for Regularizing Nonsmooth Functionals with Graph Total Variation ICML 2018 Differential Equations for Modeling Asynchronous Algorithms IJCAI 2018 Direct Runge-Kutta Discretization Achieves Acceleration NeurIPS 2018 Discovering Point Lights With Intensity Distance Fields CVPR 2018 Distributable Consistent Multi-Object Matching CVPR 2018 Dyadic collaborative Manipulation through Hybrid Trajectory Optimization CoRL 2018 Dynamic Fair Division Problem with General Valuations IJCAI 2018 Dynamic Query Re-Planning using QOOP OSDI 2018 Efficient Computation of Implicational Universals in Constraint-Based Phonology Through the Hyperplane Separation Theorem EMNLP 2018 Error Estimation for Randomized Least-Squares Algorithms via the Bootstrap ICML 2018 Exploration in Structured Reinforcement Learning NeurIPS 2018 Faster Training Algorithms for Structured Sparsity-Inducing Norm IJCAI 2018 Fast Gradient-Based Methods with Exponential Rate: A Hybrid Control Framework ICML 2018