2 papers
stat.ML2024
Granger Causality using Neural Networks
Malik Shahid Sultan, Samuel Horvath, Hernando Ombao
Dependence between nodes in a network is an important concept that pervades many areas including finance, politics, sociology, genomics and the brain sciences. One way to character…
cs.LG2024
Maestro: Uncovering Low-Rank Structures via Trainable Decomposition
Samuel Horvath, Stefanos Laskaridis, Shashank Rajput +1
Deep Neural Networks (DNNs) have been a large driver for AI breakthroughs in recent years. However, these models have been getting increasingly large as they become more accurate a…