
5 May 2021
Seminar, Lecture, Talk
MATH - PhD Student Seminar - Reducing Overtreatment for UA/NSTEMI patients using machine learning
Whether or not to perform Coronary Angiography(CA) facing an Unstable angina(UA) / Non ST segment elevation myocardial infraction(NSTEMI) patient come to outpatient deparment is a difficult challenge for Cardiology physicians.

5 May 2021
Seminar, Lecture, Talk
MATH - PhD Student Seminar - Cross-population trait prediction using genetic data
The genetic data has been extensively used to construct phenotype prediction, which was proved useful to stratify the general European population into different risk groups.

5 May 2021
Seminar, Lecture, Talk
MATH - PhD Student Seminar - Controlling the False Discovery Rate in Structural Sparsity: Split Knockoffs
Controlling the False Discovery Rate (FDR) in a variable selection procedure is critical for reproducible discoveries, which receives an extensive study in sparse linear models.

5 May 2021
Seminar, Lecture, Talk
MATH - PhD Student Seminar - Bayesian aggregation with anisotropic noise
Bayesian aggregation has many good characteristics in both theory and practice, which is proved more stable and flexible than single model selection.

4 May 2021
Seminar, Lecture, Talk
MATH - PhD Student Seminar - Point-of-Interest(POI) Recommendation of Location-Based Social Network Using Tensor Factorization
With the rapid development of wireless communication technologies, location-based social networks(LBSNs), such as Foursquare and Gowalla, have become very popular. LBSNs have attracted millions of users to share their social friendship and their locations via check-ins.

4 May 2021
Seminar, Lecture, Talk
MATH - PhD Student Seminar - Nonlinear Compensation in Optical Communication System by Neural Network
With the rapid increase in the data volume of modern communications, optical fiber infrastructures are required to have a larger capacity and higher transmission rate.

4 May 2021
Seminar, Lecture, Talk
MATH - PhD Student Seminar - Phase Retrieval with OPU device
The phase retrieval problem is to recover a signal
x

3 May 2021
Seminar, Lecture, Talk
MATH - PhD Student Seminar - Community Detection on Mixture Multi-Layer Networks via Regularized Tensor Decomposition
We study the problem of community detection in multi-layer networks, where pairs of nodes can be related in multiple modalities.