Yiping Lu
Personal academic homepage with research, publications, talks, teaching, biography, and student mentoring.
Open website ↗06 · Resources
Profiles, courses, and archives.
Links to the principal investigator, academic record, teaching materials, and research resources.
Academic profiles
Research record and contact.
Current information about Yiping Lu and the group.
Current CV
Appointments, education, publications, mentoring, awards, teaching, talks, and service.
Open CV ↗Google Scholar
Complete publication and citation record.
Open Scholar ↗Teaching archives
Course materials.
Lecture notes, assignments, and references from courses in uncertainty quantification, statistical learning, and linear algebra.
Uncertainty Quantification
IEMS 407. Probability, simulation, sampling, transport, and probabilistic numerics.
Course archive ↗Statistical Learning for Data Analysis
IEMS 304. Regression, classification, resampling, and model diagnosis.
Course archive ↗Statistical Learning
IEMS 402. Mathematical foundations of modern learning.
Course archive ↗Linear Algebra
Linear systems, eigenvalues, singular values, least squares, and computation.
Course archive ↗Research talks
Selected lecture and conference slides across scientific machine learning, optimization, and randomized algorithms.
Browse talks ↗GitHub
Public repositories and research code from Yiping Lu.
Open GitHub ↗