Showing 1–15 of 15 results
/ Date/ Name
Feb 25, 2020Can speed up the convergence rate of stochastic gradient methods to $\mathcal{O}(1/k^2)$ by a gradient averaging strategy?Jun 15, 2020Derivative-free global minimization for a class of multiple minima problemsJan 8, 2026HMVI: Unifying Heterogeneous Attributes with Natural Neighbors for Missing Value InferenceApr 5, 2020Asymptotic proximal point methods: finding the global minima with linear convergence for a class of multiple minima problemsFeb 18, 2019Sparse residual tree and forestDec 31, 2019Stochastic gradient-free descentsMay 12, 2019Numerical meshless solution of high-dimensional sine-Gordon equations via Fourier HDMR-HC approximationSep 3, 2019Contraction methods for continuous optimizationMay 12, 2019Meshless Hermite-HDMR finite difference method for high-dimensional Dirichlet problemsDec 9, 2018Minima distribution for global optimizationMay 31, 2020A New Accelerated Stochastic Gradient Method with MomentumApr 14, 2024Learning Self-Growth Maps for Fast and Accurate Imbalanced Streaming Data ClusteringJan 23, 2026Robust Categorical Data Clustering Guided by Multi-Granular Competitive LearningMar 13, 2026Hierarchical Reference Sets for Robust Unsupervised Detection of Scattered and Clustered OutliersNov 21, 2025Mask the Redundancy: Evolving Masking Representation Learning for Multivariate Time-Series Clustering