27 citations · 27 across the 2 of their papers we have counts for
2 papers
cs.LG2024★ 27 cited
Self-Supervised Learning of Time Series Representation via Diffusion Process and Imputation-Interpolation-Forecasting Mask
Zineb Senane, Lele Cao, Valentin Leonhard Buchner +6
Time Series Representation Learning (TSRL) focuses on generating informative representations for various Time Series (TS) modeling tasks. Traditional Self-Supervised Learning (SSL)…
cs.LG2023
Beyond Gut Feel: Using Time Series Transformers to Find Investment Gems
Lele Cao, Gustaf Halvardsson, Andrew McCornack +2
This paper addresses the growing application of data-driven approaches within the Private Equity (PE) industry, particularly in sourcing investment targets (i.e., companies) for Ve…