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cs.LG2024
Beyond Single-Model Views for Deep Learning: Optimization versus Generalizability of Stochastic Optimization Algorithms
Toki Tahmid Inan, Mingrui Liu, Amarda Shehu
Despite an extensive body of literature on deep learning optimization, our current understanding of what makes an optimization algorithm effective is fragmented. In particular, we…
cs.LG2020★ 7 cited
A Survey on the Use of AI and ML for Fighting the COVID-19 Pandemic
Muhammad Nazrul Islam, Toki Tahmid Inan, Suzzana Rafi +3
Artificial intelligence (AI) and machine learning (ML) have made a paradigm shift in health care which, eventually can be used for decision support and forecasting by exploring the…