2 papers
cs.LG2025
Unsupervised Learning: Comparative Analysis of Clustering Techniques on High-Dimensional Data
Vishnu Vardhan Baligodugula, Fathi Amsaad
This paper presents a comprehensive comparative analysis of prominent clustering algorithms K-means, DBSCAN, and Spectral Clustering on high-dimensional datasets. We introduce a no…
cs.DC2025
Optimizing Distributed Training Approaches for Scaling Neural Networks
Vishnu Vardhan Baligodugula, Fathi Amsaad
This paper presents a comparative analysis of distributed training strategies for large-scale neural networks, focusing on data parallelism, model parallelism, and hybrid approache…