10 Apr 2020
Seminar, Lecture, Talk
Seminar on Statistics and Data Science - Gaussian Differential Privacy, with Applications to Deep Learning
Privacy-preserving data analysis has been put on a firm mathematical foundation since the introduction of differential privacy (DP) in 2006. This privacy definition, however, has some well-known weaknesses: notably, it does not tightly handle composition.
27 Mar–30 Apr 2020
Competition
Chun Wo Innovation Student Awards: Engineers for a Smarter Future
Competition: Chun Wo Innovation Student Awards – Engineers for a Smarter Future   Organized by: Chun Wo Development Holdings Limited
26 Mar 2020
Seminar, Lecture, Talk
Seminar on Statistics andData Science - Knockoffs with Side Information
We consider the problem of assessing the importance of multiple variables or factors from a dataset when side information is available.
26 Mar 2020
Seminar, Lecture, Talk
CHEM - PhD Student Seminar - Halide Perovskite-based Resistive Random Access Memory (ReRAM) and Artifical Synapses
Student: Mr. Lingeswaran ARUNAGIRI Department: Department of Chemistry, HKUST Supervisor: Professor Henry YAN
25 Mar 2020
Seminar, Lecture, Talk
Seminar on Applied Mathand Data Science - Accelerated Outlier Detection in Low-Rank and Structured Data: Robust PCA and Extensions
We study robust PCA for the fully observed setting, which is about separating a low rank matrix L and a sparse matrix S from their sum D=L+S.
25 Mar 2020
Seminar, Lecture, Talk
Seminar on Applied Mathand Data Science - Online robust matrix factorization for dependent data streams
Online Robust Matrix Factorization (ORMF) algorithms seek to learn a reduced number of latent features as well as outliers from streaming data sets.
20 Mar 2020
Seminar, Lecture, Talk
Seminar on Statistics and Data Science - Spectral methods for latent variable models
Latent variable models lay the statistical foundation for data science problems with unstructured, incomplete and heterogeneous information. Spectral methods extract low-dimensional geometric structures for downstream tasks in a computationally efficient way.
19 Mar 2020
Seminar, Lecture, Talk
PHYS Seminar - Recruitment Talk by Tectonic Technology Innovation Company Limited (TTI)
For more past events from across the School of Science, please visit here.