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Continuous Optimization

3,907 papers

Papers per year

6
38
155
367
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Papers

RM-CVaR: Regularized Multiple β-CVaR Portfolio IJCAI 2020
A General System of Differential Equations to Model First-Order Adaptive Algorithms JMLR 2020
A General Approach to Fairness with Optimal Transport AAAI 2020
Generalized Minimal Distortion Principle for Blind Source Separation INTERSPEECH 2020
Greed Meets Sparsity: Understanding and Improving Greedy Coordinate Descent for Sparse Optimization AISTATS 2020
Acceleration with a Ball Optimization Oracle NIPS 2020
Polynomial Matrix Completion for Missing Data Imputation and Transductive Learning AAAI 2020
Learning to Simulate and Design for Structural Engineering ICML 2020
Message Passing Least Squares Framework and its Application to Rotation Synchronization ICML 2020
Near-Optimal Methods for Minimizing Star-Convex Functions and Beyond COLT 2020
Interpolation Technique to Speed Up Gradients Propagation in Neural ODEs NIPS 2020
Complete Dictionary Learning via L4-Norm Maximization over the Orthogonal Group JMLR 2020
Deep Implicit Volume Compression CVPR 2020
Stochastic Variance-Reduced Algorithms for PCA with Arbitrary Mini-Batch Sizes AISTATS 2020
Input-Sparsity Low Rank Approximation in Schatten Norm ICML 2020
Highly smooth minimization of non-smooth problems COLT 2020
Pointwise Rotation-Invariant Network with Adaptive Sampling and 3D Spherical Voxel Convolution AAAI 2020
ECLIPSE: An Extreme-Scale Linear Program Solver for Web-Applications ICML 2020
Communication-Efficient Distributed PCA by Riemannian Optimization ICML 2020
Sparse Optimization for Unsupervised Extractive Summarization of Long Documents with the Frank-Wolfe Algorithm EMNLP 2020
Provable Overlapping Community Detection in Weighted Graphs NIPS 2020
Entrywise convergence of iterative methods for eigenproblems NIPS 2020
Acoustic Signal Enhancement Using Relative Harmonic Coefficients: Spherical Harmonics Domain Approach INTERSPEECH 2020
Recovery of a Mixture of Gaussians by Sum-of-Norms Clustering JMLR 2020
Linear Lower Bounds and Conditioning of Differentiable Games ICML 2020