Interpretability in deep learning for finance: A case study for the Heston model

Deep learning is increasingly used in financial modeling, but its lack of transparency raises risks. Using the well-known Heston option pricing model as a benchmark, researchers show that global ...
IEEE

Solar Corona Structures Detection and Segmentation Using Deep Neural Networks: A Survey

Abstract: Image segmentation and detection of solar corona structures are a critical part of space weather applications. In recent years, deep learning-based techniques have proven to be effective for ...

Fundamental emerges from stealth with first major foundation model trained for tabular data

Emerging from stealth, the company is debuting NEXUS, a Large Tabular Model (LTM) designed to treat business data not as a ...
ZME Science

Scientists Played Bach to Sleeping Newborns and Discovered They Can Track Rhythm Just 48 Hours After Birth

In a study published February 5th in PLOS Biology, researchers played piano sonatas by J.S. Bach to sleeping newborns (some ...
Amazon Press Center

Fundamental Announces $255M in Funding and Publicly Launches its Most Powerful Large Tabular Model (LTM)

Through its proprietary LTM, ‘NEXUS’, Fundamental reveals the hidden language of tables to unlock trillions of dollars in enterprise value, while a strategic partnership with AWS accelerates adoption ...