9 citations · 17 across the 3 of their papers we have counts for
3 papers
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…
A Roadmap to Domain Knowledge Integration in Machine Learning
Himel Das Gupta, Victor S. Sheng
Many machine learning algorithms have been developed in recent years to enhance the performance of a model in different aspects of artificial intelligence. But the problem persists…
Knowledge Distillation via Weighted Ensemble of Teaching Assistants
Durga Prasad Ganta, Himel Das Gupta, Victor S. Sheng
Knowledge distillation in machine learning is the process of transferring knowledge from a large model called the teacher to a smaller model called the student. Knowledge distillat…