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Continuous Optimization

3907 directly classified papers

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Papers

Provably Constant-time Planning and Re-planning for Real-time Grasping Objects off a Conveyor Belt RSS 2020
A Generalized Framework for Edge-Preserving and Structure-Preserving Image Smoothing AAAI 2020
A Greedy Anytime Algorithm for Sparse PCA COLT 2020
Near-Optimal Algorithms for Minimax Optimization COLT 2020
Better Algorithms for Estimating Non-Parametric Models in Crowd-Sourcing and Rank Aggregation COLT 2020
Costly Zero Order Oracles COLT 2020
Sample complexity bounds for localized sketching AISTATS 2020
Convergence Analysis of Block Coordinate Algorithms with Determinantal Sampling AISTATS 2020
Eigenvalue Normalized Recurrent Neural Networks for Short Term Memory AAAI 2020
Pointwise Rotation-Invariant Network with Adaptive Sampling and 3D Spherical Voxel Convolution AAAI 2020
A Certifiably Globally Optimal Solution to Generalized Essential Matrix Estimation CVPR 2020
SP-PIFO: Approximating Push-In First-Out Behaviors using Strict-Priority Queues NSDI 2020
Batchy: Batch-scheduling Data Flow Graphs with Service-level Objectives NSDI 2020
A Practical Riemannian Algorithm for Computing Dominant Generalized Eigenspace UAI 2020
Sensor Placement for Spatial Gaussian Processes with Integral Observations UAI 2020
EiGLasso: Scalable Estimation of Cartesian Product of Sparse Inverse Covariance Matrices UAI 2020
UWB at SemEval-2020 Task 1: Lexical Semantic Change Detection SEMEVAL 2020
Gradient Descent for Sparse Rank-One Matrix Completion for Crowd-Sourced Aggregation of Sparsely Interacting Workers JMLR 2020
Fast Exact Matrix Completion: A Unified Optimization Framework for Matrix Completion JMLR 2020
A General System of Differential Equations to Model First-Order Adaptive Algorithms JMLR 2020
Neural Networks are Convex Regularizers: Exact Polynomial-time Convex Optimization Formulations for Two-layer Networks ICML 2020
Fiedler Regularization: Learning Neural Networks with Graph Sparsity ICML 2020
Transformation of ReLU-based recurrent neural networks from discrete-time to continuous-time ICML 2020
Tracking Disaster Footprints with Social Streaming Data AAAI 2020
Robust Low-Rank Discovery of Data-Driven Partial Differential Equations AAAI 2020