Optimization

Sampling from a k-DPP without looking at all items NeurIPS 2020 Selecting Portfolios Directly Using Recurrent Reinforcement Learning (Student Abstract) AAAI 2020 Self-Guided Evolution Strategies with Historical Estimated Gradients IJCAI 2020 Sensor Placement for Spatial Gaussian Processes with Integral Observations UAI 2020 Solver-in-the-Loop: Learning from Differentiable Physics to Interact with Iterative PDE-Solvers NeurIPS 2020 SPAN: A Stochastic Projected Approximate Newton Method AAAI 2020 Sparseness-Aware DOA Estimation with Majorization Minimization Interspeech 2020 Sparse Symplectically Integrated Neural Networks NeurIPS 2020 Sparse Tree Search Optimality Guarantees in POMDPs with Continuous Observation Spaces IJCAI 2020 Stable Intrinsic Auto-Calibration from Fundamental Matrices of Devices with Uncorrelated Camera Parameters WACV 2020 Stochastic Gauss-Newton Algorithms for Nonconvex Compositional Optimization ICML 2020 Submodel Decomposition for Solving Limited Memory Influence Diagrams (Student Abstract) AAAI 2020 The estimation error of general first order methods COLT 2020 TomoFluid: Reconstructing Dynamic Fluid From Sparse View Videos CVPR 2020 Transferring Optimality Across Data Distributions via Homotopy Methods ICLR 2020 Tree-projected gradient descent for estimating gradient-sparse parameters on graphs COLT 2020 Two-Stage Approach to Multivariate Linear Regression with Sparsely Mismatched Data JMLR 2020 Understanding the Impact of Model Incoherence on Convergence of Incremental SGD with Random Reshuffle ICML 2020 Virtual Reference Feedback Tuning with data-driven reference model selection L4DC 2020 Weak Form Generalized Hamiltonian Learning NeurIPS 2020 Why Non-myopic Bayesian Optimization is Promising and How Far Should We Look-ahead? A Study via Rollout AISTATS 2020 Zeroth Order Non-convex optimization with Dueling-Choice Bandits UAI 2020 Accelerated Gravitational Point Set Alignment With Altered Physical Laws ICCV 2019 Accelerating Rescaled Gradient Descent: Fast Optimization of Smooth Functions NeurIPS 2019 A Differentiable Augmented Lagrangian Method for Bilevel Nonlinear Optimization RSS 2019