Across modern data-intensive disciplines, the union of numerical computation, statistics, and machine learning has become ...
Government agencies are awash in documents. Many of these documents are paper-based, but even for the electronic documents a human is still often needed to process and understand those documents to ...
ACM, the Association for Computing machinery, and IMS, the Institute of Mathematical Statistics, have announced the publication of the first issues of the ACM/IMS Journal of Data Science (JDS), a new ...
Web Development vs. Data Science vs. Machine Learning: Students aspiring to build a career in IT or Computer Science often ...
Great progress has been made in the past few years in our understanding of nonconvex optimizations. In this talk, I will share with you three of our works in this direction. In one, we study low-rank ...
Efficient Training of Infinite-depth Neural Networks via Jacobian-free Backpropagation A promising trend in deep learning replaces fixed depth models by approximations of the limit as network depth ...
Vast amounts of data are generated every day. Statistics transforms data into meaningful information. People who practice the science of learning from data are called statisticians. Statisticians ...
Zachary Spaulding and Yupeng Li, both math majors, work together as they talk about mathematics in the undergraduate math lounge. (Gregory Urquiaga/UC Davis) From presidential campaigns to pandemic ...
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