Beyond the lakehouse: Fundamental's NEXUS bypasses manual ETL with a native foundation model for tabular data

Emerging from stealth, the company is debuting NEXUS, a Large Tabular Model (LTM) designed to treat business data not as a simple sequence of words, but as a complex web of non-linear relationships.

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 ...
IEEE

Robust Data-Driven Model Predictive Control with Time-Varying Stage Cost Penalty for Discrete Linear Time-Invariant Systems

Abstract: This paper presents a data-driven model predictive control scheme for unknown linear time-invariant systems. First, the scheme incorporates a time-varying, monotonically increasing stage ...