Aug 20, 2022 · By bridging uniform sampling and CUR sampling, CCS provides extra flexibility that can potentially save sampling costs in applications. In ...

Jun 30, 2023 · By bridging uniform sampling and CUR sam- pling, CCS provides extra flexibility that can potentially save sam- pling costs in applications. In ...

By bridging uniform sampling and CUR sampling, CCS provides extra flexibility that can potentially save sampling costs in applications. In addition, we also ...

Matrix Completion with Cross-Concentrated Sampling: Bridging Uniform Sampling and CUR Sampling. HanQin Cai, Longxiu Huang, Pengyu Li, Deanna Needell.

Aug 20, 2022 · In this work, we propose a novel and easy-to-implement sampling strategy, coined Cross-Concentrated. Sampling (CCS). By bridging uniform ...

By bridging uniform sampling and CUR sampling, CCS provides extra flexibility that can potentially save sampling costs in applications. In addition, we also ...

This is Matlab repo for an efficient non-convex algorithm, termed Iterative CUR Completion (ICURC), for Cross-Concentrated Sampling based matrix completion.

Matrix Completion with Cross-Concentrated Sampling: Bridging Uniform Sampling and CUR Sampling · Neural Nonnegative Matrix Factorization for Hierarchical ...

2024. Matrix completion with cross-concentrated sampling: Bridging uniform sampling and CUR sampling. HQ Cai, L Huang, P Li, D Needell. IEEE Transactions on ...

Matrix Completion with Cross-Concentrated Sampling: Bridging Uniform Sampling and CUR Sampling. Journal: IEEE Transactions on Pattern Analysis and Machine ...