2 papers
cs.LG2026
Auto-Configured Networks for Multi-Scale Multi-Output Time-Series Forecasting
Yumeng Zha, Shengxiang Yang, Xianpeng Wang
Industrial forecasting often involves multi-source asynchronous signals and multi-output targets, while deployment requires explicit trade-offs between prediction error and model c…
cs.AI2025
Nearest-Better Network for Visualizing and Analyzing Combinatorial Optimization Problems: A Unified Tool
Yiya Diao, Changhe Li, Sanyou Zeng +4
The Nearest-Better Network (NBN) is a powerful method to visualize sampled data for continuous optimization problems while preserving multiple landscape features. However, the calc…