Amaan Tamboli

Robust Statistical Inference in Financial Time Series Using Bayesian-Regularized Sequential Deep Learning

Long Short-Term Memory (LSTM) networks constitute one of the most widely employed architectures in modern deep learning, particularly for sequential data modeling. Their application to time series forecasting poses unique challenges, as the underlying data-generating processes of...