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Continuous Optimization

3907 directly classified papers

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Papers

Accelerated Algorithms for Smooth Convex-Concave Minimax Problems with O(1/k^2) Rate on Squared Gradient Norm ICML 2021
A Zeroth-Order Block Coordinate Descent Algorithm for Huge-Scale Black-Box Optimization ICML 2021
Low-Rank Sinkhorn Factorization ICML 2021
Higher-order Derivatives of Weighted Finite-state Machines IJCNLP 2021
Unitary Branching Programs: Learnability and Lower Bounds ICML 2021
Additive Error Guarantees for Weighted Low Rank Approximation ICML 2021
Private Alternating Least Squares: Practical Private Matrix Completion with Tighter Rates ICML 2021
Multidimensional Scaling: Approximation and Complexity ICML 2021
Projection techniques to update the truncated SVD of evolving matrices with applications ICML 2021
ADOM: Accelerated Decentralized Optimization Method for Time-Varying Networks ICML 2021
A Scalable Second Order Method for Ill-Conditioned Matrix Completion from Few Samples ICML 2021
Outlier-Robust Optimal Transport ICML 2021
Optimal Non-Convex Exact Recovery in Stochastic Block Model via Projected Power Method ICML 2021
Matrix Completion with Model-free Weighting ICML 2021
PatchmatchNet: Learned Multi-View Patchmatch Stereo CVPR 2021
Hilbert Sinkhorn Divergence for Optimal Transport CVPR 2021
Rank-One Prior: Toward Real-Time Scene Recovery CVPR 2021
Field of Junctions: Extracting Boundary Structure at Low SNR ICCV 2021
High-dimensional Experimental Design and Kernel Bandits ICML 2021
Parameter-free Locally Accelerated Conditional Gradients ICML 2021
Optimizing persistent homology based functions ICML 2021
Light RUMs ICML 2021
Riemannian Convex Potential Maps ICML 2021
Householder Sketch for Accurate and Accelerated Least-Mean-Squares Solvers ICML 2021
Revenue-Incentive Tradeoffs in Dynamic Reserve Pricing ICML 2021