Continuous Optimization

Fixed Support Tree-Sliced Wasserstein Barycenter AISTATS 2022 Fourier Learning with Cyclical Data ICML 2022 Frank-Wolfe-based Algorithms for Approximating Tyler's M-estimator NeurIPS 2022 Functional Output Regression with Infimal Convolution: Exploring the Huber and $ε$-insensitive Losses ICML 2022 Fused Orthogonal Alternating Least Squares for Tensor Clustering NeurIPS 2022 GAGA: Deciphering Age-path of Generalized Self-paced Regularizer NeurIPS 2022 Generalized Laplacian Eigenmaps NeurIPS 2022 Generalized Leverage Scores: Geometric Interpretation and Applications ICML 2022 Generalized Sparse Additive Models JMLR 2022 Giga-scale Kernel Matrix-Vector Multiplication on GPU NeurIPS 2022 Global Linear and Local Superlinear Convergence of IRLS for Non-Smooth Robust Regression NeurIPS 2022 Global Riemannian Acceleration in Hyperbolic and Spherical Spaces ALT 2022 GLSO: Grammar-guided Latent Space Optimization for Sample-efficient Robot Design Automation CoRL 2022 GPU-Based Homotopy Continuation for Minimal Problems in Computer Vision CVPR 2022 Gradient Based Clustering ICML 2022 Gradient Descent Is Optimal Under Lower Restricted Secant Inequality And Upper Error Bound NeurIPS 2022 Gradient-Free Method for Heavily Constrained Nonconvex Optimization ICML 2022 Gradient-Free Methods for Deterministic and Stochastic Nonsmooth Nonconvex Optimization NeurIPS 2022 Graph-Coupled Oscillator Networks ICML 2022 Handling Hard Affine SDP Shape Constraints in RKHSs JMLR 2022 HEA-D: A Hybrid Evolutionary Algorithm for Diversified Top-k Weight Clique Search Problem IJCAI 2022 Hessian-Free High-Resolution Nesterov Acceleration For Sampling ICML 2022 Hierarchical Optimal Transport for Comparing Histopathology Datasets MIDL 2022 High-dimensional Additive Gaussian Processes under Monotonicity Constraints NeurIPS 2022 HLRTF: Hierarchical Low-Rank Tensor Factorization for Inverse Problems in Multi-Dimensional Imaging CVPR 2022