2 papers
cs.LG2023
An Attention Free Conditional Autoencoder For Anomaly Detection in Cryptocurrencies
Hugo Inzirillo, Ludovic De Villelongue
It is difficult to identify anomalies in time series, especially when there is a lot of noise. Denoising techniques can remove the noise but this technique can cause a significant…
cs.LG2022
An Attention Free Long Short-Term Memory for Time Series Forecasting
Hugo Inzirillo, Ludovic De Villelongue
Deep learning is playing an increasingly important role in time series analysis. We focused on time series forecasting using attention free mechanism, a more efficient framework, a…