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Continuous Optimization

3,907 papers

Papers per year

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38
155
367
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Papers

Optimal Non-Convex Exact Recovery in Stochastic Block Model via Projected Power Method ICML 2021
ConvexVST: A Convex Optimization Approach to Variance-stabilizing Transformation ICML 2021
An exact solver for the Weston-Watkins SVM subproblem ICML 2021
Matrix Completion with Model-free Weighting ICML 2021
A Hybrid Variance-Reduced Method for Decentralized Stochastic Non-Convex Optimization ICML 2021
Graph Neural Networks Inspired by Classical Iterative Algorithms ICML 2021
Accelerated Algorithms for Smooth Convex-Concave Minimax Problems with O(1/k^2) Rate on Squared Gradient Norm ICML 2021
DAGs with No Curl: An Efficient DAG Structure Learning Approach ICML 2021
Federated Composite Optimization ICML 2021
Three Operator Splitting with a Nonconvex Loss Function ICML 2021
Improved CP-Based Lagrangian Relaxation Approach with an Application to the TSP IJCAI 2021
BOBCAT: Bilevel Optimization-Based Computerized Adaptive Testing IJCAI 2021
Riemannian Stochastic Recursive Momentum Method for non-Convex Optimization IJCAI 2021
Real-Time Pricing Optimization for Ride-Hailing Quality of Service IJCAI 2021
Improved Guarantees and a Multiple-descent Curve for Column Subset Selection and the Nystrom Method (Extended Abstract) IJCAI 2021
Adaptive Experimental Design for Optimizing Combinatorial Structures IJCAI 2021
Vocabulary Learning via Optimal Transport for Neural Machine Translation IJCNLP 2021
Higher-order Derivatives of Weighted Finite-state Machines IJCNLP 2021
Speech Decomposition Based on a Hybrid Speech Model and Optimal Segmentation INTERSPEECH 2021
Multi-Channel Opus Compression for Far-Field Automatic Speech Recognition with a Fixed Bitrate Budget INTERSPEECH 2021
Sound Source Localization with Majorization Minimization INTERSPEECH 2021
Comparison of the Finite Element Method, the Multimodal Method and the Transmission-Line Model for the Computation of Vocal Tract Transfer Functions INTERSPEECH 2021
Convex Clustering: Model, Theoretical Guarantee and Efficient Algorithm JMLR 2021
Global and Quadratic Convergence of Newton Hard-Thresholding Pursuit JMLR 2021
A Fast Globally Linearly Convergent Algorithm for the Computation of Wasserstein Barycenters JMLR 2021