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

Matrix completion with columns in union and sums of subspaces

Abstract: Motivated by missing data recovery for power system monitoring, we study the problem of matrix completion when each column belongs to either one of a few low-dimensional subspaces or the sum ...
GitHub

A Python 3.10+ asyncio Matrix framework.

Basic transaction and user/alias query support (based on Cadair's python-appservice-framework) Basic room state storage Intent wrapper around the client API functions (design based on ...
IEEE

Robust Matrix Completion With Column Outliers

Abstract: Matrix completion, in essence, involves recovering a low-rank matrix from a subset of its entries. Most existing methods for matrix completion neglect two significant issues. First, in ...
GitHub

Smart Charging Of Electric Vehicles

This repository includes the code my Thesis for the Master in Artificial Intelligence of the KU Leuven. The goal of this project was to generate charging schedules for electric vehicles (EV) that ...