Optimization Theory and Perspectives on the Field of Machine Learning Get InvolvedConferencesResearchInsightsCommentarySIAM Newssiam.org FeedsData ScienceOptimization An impressive array of theoretical results in optimization have been motivated by machine learning.
The Connection Between Applied Mathematics and Deep Learning Get InvolvedConferencesResearchInsightsCommentarySIAM Newssiam.org FeedsData Science The mutually beneficial relationship between deep learning and applied mathematics could help solve ongoing problems in both fields.
2020 SIAM Conference on Mathematics of Data Science: A Meeting Goes Virtual Get InvolvedConferencesSIAM Newssiam.org FeedsData Science The co-chairs of SIAM's first data science conference share their various insights and reflections about virtual conference planning.
Deep Learning for COVID-19 Diagnosis Get InvolvedConferencesResearchInsightsCommentarySIAM Newssiam.org FeedsData ScienceGeosciences and Math of Planet Earth Computed tomography (CT) chest scans have proven invaluable for the diagnosis and prognostication of COVID-19 patients.
The Mathematics of Mass Testing for COVID-19 Get InvolvedConferencesResearchInsightsCommentarySIAM Newssiam.org FeedsData ScienceGeosciences and Math of Planet Earth An emergent research front allows mathematical and statistical ideas to enable a rapid expansion of COVID-19 testing.