10 citations · 17 across the 3 of their papers we have counts for
3 papers
cs.LG2024★ 5 cited
Balancing the Scales: A Comprehensive Study on Tackling Class Imbalance in Binary Classification
Mohamed Abdelhamid, Abhyuday Desai
Class imbalance in binary classification tasks remains a significant challenge in machine learning, often resulting in poor performance on minority classes. This study comprehensiv…
cs.CY2024★ 2 cited
What is Reproducibility in Artificial Intelligence and Machine Learning Research?
Abhyuday Desai, Mohamed Abdelhamid, Nakul R. Padalkar
In the rapidly evolving fields of Artificial Intelligence (AI) and Machine Learning (ML), the reproducibility crisis underscores the urgent need for clear validation methodologies…
cs.LG2021★ 10 cited
TimeVAE: A Variational Auto-Encoder for Multivariate Time Series Generation
Abhyuday Desai, Cynthia Freeman, Zuhui Wang +1
Recent work in synthetic data generation in the time-series domain has focused on the use of Generative Adversarial Networks. We propose a novel architecture for synthetically gene…