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Continuous Optimization

3,907 papers

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Papers

Amortized Finite Element Analysis for Fast PDE-Constrained Optimization ICML 2020
Stochastic Optimization for Non-convex Inf-Projection Problems ICML 2020
Complexity of Finding Stationary Points of Nonconvex Nonsmooth Functions ICML 2020
Sparsified Linear Programming for Zero-Sum Equilibrium Finding ICML 2020
Hybrid Stochastic-Deterministic Minibatch Proximal Gradient: Less-Than-Single-Pass Optimization with Nearly Optimal Generalization ICML 2020
Linear Convergence of Randomized Primal-Dual Coordinate Method for Large-scale Linear Constrained Convex Programming ICML 2020
Speeding Up Incomplete GDL-based Algorithms for Multi-agent Optimization with Dense Local Utilities IJCAI 2020
Dinkelbach-Type Algorithm for Computing Quantal Stackelberg Equilibrium IJCAI 2020
Tight Approximation for Proportional Approval Voting IJCAI 2020
Proximal Gradient Algorithm with Momentum and Flexible Parameter Restart for Nonconvex Optimization IJCAI 2020
Learning With Subquadratic Regularization : A Primal-Dual Approach IJCAI 2020
Non-monotone DR-submodular Maximization over General Convex Sets IJCAI 2020
Joint Partial Optimal Transport for Open Set Domain Adaptation IJCAI 2020
On Metric DBSCAN with Low Doubling Dimension IJCAI 2020
Greedy Convex Ensemble IJCAI 2020
pbSGD: Powered Stochastic Gradient Descent Methods for Accelerated Non-Convex Optimization IJCAI 2020
Evaluating Natural Language Generation via Unbalanced Optimal Transport IJCAI 2020
Robust Policy Synthesis for Uncertain POMDPs via Convex Optimization IJCAI 2020
RM-CVaR: Regularized Multiple β-CVaR Portfolio IJCAI 2020
Online Directional Speech Enhancement Using Geometrically Constrained Independent Vector Analysis INTERSPEECH 2020
Intelligibility-Enhancing Speech Modifications — The Hurricane Challenge 2.0 INTERSPEECH 2020
Unsupervised Audio Source Separation Using Generative Priors INTERSPEECH 2020
Generalized Minimal Distortion Principle for Blind Source Separation INTERSPEECH 2020
Improving Partition-Block-Based Acoustic Echo Canceler in Under-Modeling Scenarios INTERSPEECH 2020
Exploiting Conic Affinity Measures to Design Speech Enhancement Systems Operating in Unseen Noise Conditions INTERSPEECH 2020