2 papers
cs.LG2025
OLR-WA: Online Weighted Average Linear Regression in Multivariate Data Streams
Mohammad Abu-Shaira, Alejandro Rodriguez, Greg Speegle +2
Online learning updates models incrementally with new data, avoiding large storage requirements and costly model recalculations. In this paper, we introduce "OLR-WA; OnLine Regress…
cs.DC2024
NLP-Guided Synthesis: Transitioning from Sequential Programs to Distributed Programs
Arun Sanjel, Bikram Khanal, Greg Speegle +1
As the need for large-scale data processing grows, distributed programming frameworks like PySpark have become increasingly popular. However, the task of converting traditional, se…