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Continuous Optimization

3,907 papers

Papers per year

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Papers

Supervised Quantile Normalization for Low Rank Matrix Factorization ICML 2020
Acoustic Signal Enhancement Using Relative Harmonic Coefficients: Spherical Harmonics Domain Approach INTERSPEECH 2020
Optimal Iterative Sketching Methods with the Subsampled Randomized Hadamard Transform NIPS 2020
Asymptotic Risk of Bézier Simplex Fitting AAAI 2020
NH-TTC: A gradient-based framework for generalized anticipatory collision avoidance RSS 2020
Towards Provably Not-At-Fault Control of Autonomous Robots in Arbitrary Dynamic Environments RSS 2019
Sinkhorn Barycenters with Free Support via Frank-Wolfe Algorithm NIPS 2019
Katalyst: Boosting Convex Katayusha for Non-Convex Problems with a Large Condition Number ICML 2019
Modularity-based Sparse Soft Graph Clustering AISTATS 2019
Gromov-Wasserstein Learning for Graph Matching and Node Embedding ICML 2019
Blended Conditonal Gradients ICML 2019
Jointly Multiple Hash Learning AAAI 2019
The Common-directions Method for Regularized Empirical Risk Minimization JMLR 2019
GAN-Based Projector for Faster Recovery With Convergence Guarantees in Linear Inverse Problems ICCV 2019
Isospectralization, or How to Hear Shape, Style, and Correspondence CVPR 2019
Periodic Kernel Approximation by Index Set Fourier Series Features UAI 2019
QUARCH: A New Quasi-Affine Reconstruction Stratum From Vague Relative Camera Orientation Knowledge ICCV 2019
Curvature-Exploiting Acceleration of Elastic Net Computations ICML 2019
Conditional Sparse $L_p$-norm Regression With Optimal Probability AISTATS 2019
An Optimal High-Order Tensor Method for Convex Optimization COLT 2019
A Quantum-inspired Classical Algorithm for Separable Non-negative Matrix Factorization IJCAI 2019
Greedy Maximization of Functions with Bounded Curvature under Partition Matroid Constraints AAAI 2019
Efficient and Robust Registration on the 3D Special Euclidean Group ICCV 2019
Simultaneous Denoising and Dereverberation for Low-Latency Applications Using Frame-by-Frame Online Unified Convolutional Beamformer INTERSPEECH 2019
Near optimal finite time identification of arbitrary linear dynamical systems ICML 2019