Grids, Groups, Graphs, Geodesics, and Gauges

YouTube video by GLOW

Abstract: Leading up to 2024, rapid advances in machine learning (ML)-based weather prediction (MLWP) had produced ML-based models which exhibit less forecast error than single NWP simulations.

As implied by the plethora of literature on graph rewiring, the choice of computational graph employed by a neural network can make a significant impact on its downstream performance. Certain effects ...

🏆 A battle of heuristics. Evolutionary approach to improving a program. A "Deep Blue" moment for competitive programming?

Recent years have seen a significant surge in complex AI systems for competitive programming, capable of performing at admirable levels against human competitors. While steady progress has been made, ...

A key property of reasoning systems is the ability to make sharp decisions on their input data. For contemporary AI systems, a key carrier of sharp behaviour is the softmax function, with its capabili...