Mathematical foundations

Researchers and practitioners will discuss mathematical foundations of data science, including high-dimensional geometry, dimensionality reduction, scalable algorithms, uncertainty and machine learning. The conference takes place in person at the Salt Palace Convention Center on 16–20 November 2026. Early rates run through 19 October; abstract and travel-support deadlines have passed. Registration also covers the co-located SIAM Imaging Science and Data Mining conferences.

…statistics interpreted broadly from mathematical foundations to machine learning. The role combines independent research, undergraduate and master’s teaching, funding development and collaboration. The intended start is September 2027 or by agreement. The appointment leads to tenure following satisfactory completion of a three-to-five-year probation. Application references are due by 14 December 2026.

…and algorithmic methods and mathematical foundations for biomedical research across proteins, cells, tissues and organisms. Researchers choose computational and biomedical mentors from affiliated Broad, MIT or Harvard faculty. Review begins after 22 December 2026. The initial one-year appointment may renew for two further years; the expected start is July 2027 or by agreement. Visa sponsorship is available.

…potential medical applications and the mathematical foundations needed to understand AI. It considers how communication between researchers and policymakers, together with stronger mathematics education, can inform decisions about the technology.