Sota Miyamoto

PolarDB: Formula-Driven Dataset for Pre-Training Trajectory Encoders

Formula-driven supervised learning (FDSL) is a growing research topic for finding simple mathematical formulas that generate synthetic data and labels for pre-training neural networks. The main advantage of FDSL is that there is no risk of generating data with ethical implications such as gender bia…