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Optimization

1203 directly classified papers

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Papers

Bilinear Parameterization for Non-Separable Singular Value Penalties CVPR 2021
Multi-View 3D Reconstruction of a Texture-Less Smooth Surface of Unknown Generic Reflectance CVPR 2021
Rotation-Only Bundle Adjustment CVPR 2021
On ADMM in Deep Learning: Convergence and Saturation-Avoidance JMLR 2021
More Powerful and General Selective Inference for Stepwise Feature Selection using Homotopy Method ICML 2021
Zeroth-Order Non-Convex Learning via Hierarchical Dual Averaging ICML 2021
GIBBON: General-purpose Information-Based Bayesian Optimisation JMLR 2021
The Limits of Min-Max Optimization Algorithms: Convergence to Spurious Non-Critical Sets ICML 2021
Optimal Non-Convex Exact Recovery in Stochastic Block Model via Projected Power Method ICML 2021
A Novel Sequential Coreset Method for Gradient Descent Algorithms ICML 2021
A Zeroth-Order Block Coordinate Descent Algorithm for Huge-Scale Black-Box Optimization ICML 2021
High Dimensional Level Set Estimation with Bayesian Neural Network AAAI 2021
Convex Regularization in Monte-Carlo Tree Search ICML 2021
Newton Method over Networks is Fast up to the Statistical Precision ICML 2021
Intermediate Layer Optimization for Inverse Problems using Deep Generative Models ICML 2021
Householder Sketch for Accurate and Accelerated Least-Mean-Squares Solvers ICML 2021
DTMNet: A Discrete Tchebichef Moments-Based Deep Neural Network for Multi-Focus Image Fusion ICCV 2021
Policy Optimization for $\mathcal{H}_2$ Linear Control with $\mathcal{H}_\infty$ Robustness Guarantee: Implicit Regularization and Global Convergence L4DC 2020
Approximating shapes in images with low-complexity polygons CVPR 2020
Averaging Essential and Fundamental Matrices in Collinear Camera Settings CVPR 2020
Cogradient Descent for Bilinear Optimization CVPR 2020
gDLS*: Generalized Pose-and-Scale Estimation Given Scale and Gravity Priors CVPR 2020
Robust Density Estimation under Besov IPM Losses NIPS 2020
QR-code Reconstruction from Event Data via Optimization in Code Subspace WACV 2020
From Sets to Multisets: Provable Variational Inference for Probabilistic Integer Submodular Models ICML 2020