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Continuous Optimization

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Papers

Continuous-time Lower Bounds for Gradient-based Algorithms ICML 2020
Anderson Acceleration of Proximal Gradient Methods ICML 2020
Quadratically Regularized Subgradient Methods for Weakly Convex Optimization with Weakly Convex Constraints ICML 2020
A Generic First-Order Algorithmic Framework for Bi-Level Programming Beyond Lower-Level Singleton ICML 2020
A Continuous-Time Mirror Descent Approach to Sparse Phase Retrieval NIPS 2020
Stochastic Recursive Variance-Reduced Cubic Regularization Methods AISTATS 2020
Acoustic Signal Enhancement Using Relative Harmonic Coefficients: Spherical Harmonics Domain Approach INTERSPEECH 2020
Asymptotic Risk of Bézier Simplex Fitting AAAI 2020
Robust Variational Autoencoders for Outlier Detection and Repair of Mixed-Type Data AISTATS 2020
Unsupervised Audio Source Separation Using Generative Priors INTERSPEECH 2020
Submodular Maximization Through Barrier Functions NIPS 2020
DRMIME: Differentiable Mutual Information and Matrix Exponential for Multi-Resolution Image Registration MIDL 2020
Online Directional Speech Enhancement Using Geometrically Constrained Independent Vector Analysis INTERSPEECH 2020
COPT: Coordinated Optimal Transport on Graphs NIPS 2020
Acceleration with a Ball Optimization Oracle NIPS 2020
Monte Carlo Tree Search in Continuous Spaces Using Voronoi Optimistic Optimization with Regret Bounds AAAI 2020
Improving Partition-Block-Based Acoustic Echo Canceler in Under-Modeling Scenarios INTERSPEECH 2020
Generalized Minimal Distortion Principle for Blind Source Separation INTERSPEECH 2020
Intelligibility-Enhancing Speech Modifications — The Hurricane Challenge 2.0 INTERSPEECH 2020
Adaptive Trust Region Policy Optimization: Global Convergence and Faster Rates for Regularized MDPs AAAI 2020
Learning to Simulate and Design for Structural Engineering ICML 2020
An Accelerated DFO Algorithm for Finite-sum Convex Functions ICML 2020
A Swiss Army Knife for Minimax Optimal Transport ICML 2020
Efficient MDI Adaptation for n-Gram Language Models INTERSPEECH 2020
Bandit optimisation of functions in the Matérn kernel RKHS AISTATS 2020