2 code implementations • 21 Jul 2023 • Lingyi Yang, Feng Jiang, Haizhou Li
Despite this, most previous studies have been predominantly geared towards creating detectors that differentiate between purely ChatGPT-generated texts and human-authored texts.
2 code implementations • 17 May 2023 • Samuel N. Cohen, Silvia Lui, Will Malpass, Giulia Mantoan, Lars Nesheim, Áureo de Paula, Andrew Reeves, Craig Scott, Emma Small, Lingyi Yang
We look at the nowcasting problem by applying regression on signatures, a simple linear model on these nonlinear objects that we show subsumes the popular Kalman filter.
2 code implementations • 21 Jun 2021 • James Morrill, Patrick Kidger, Lingyi Yang, Terry Lyons
This is fine when the whole time series is observed in advance, but means that Neural CDEs are not suitable for use in \textit{online prediction tasks}, where predictions need to be made in real-time: a major use case for recurrent networks.