Department of Data Science
Organisational unit: Academic Departments
Projects
GRF: Explore Energy Landscape of Deep Learning to Understand Generalization Error
ZHOU, X. (Principal Investigator / Project Coordinator)
1/01/19 → 7/06/23
Project: Research
GRF: Joint Inventory and Markdown Management for Perishable Products with Censored Demand Data
GUO, P. (Principal Investigator / Project Coordinator) & BENSOUSSAN, A. (Co-Investigator)
1/01/19 → 22/12/21
Project: Research
GRF: Scalable Kernel-based Variable Selection with Theoretical Guarantee
WANG, J. (Principal Investigator / Project Coordinator)
1/01/19 → 5/08/22
Project: Research
GRF: Statistical Methods for Computer Model Parameter Calibration Based on Multi-fidelity Gaussian Process Emulators
TAN, M.H.-Y. (Principal Investigator / Project Coordinator)
1/01/19 → 15/06/23
Project: Research
GRF: Wavelet Analysis of Convolutional Deep Neural Networks and Approximation of Radial Functions
ZHOU, D. (Principal Investigator / Project Coordinator)
1/01/19 → 6/12/22
Project: Research
GRF: A Gaussian Process Modeling Approach for Predicting the Solution of a Partial Differential Equation
TAN, M.H.-Y. (Principal Investigator / Project Coordinator)
1/01/18 → 9/06/22
Project: Research
GRF: Approximation Theory of Structured Deep Nets and Learning
ZHOU, D. (Principal Investigator / Project Coordinator)
1/01/18 → 4/05/21
Project: Research
GRF: Exactness Conditions of SDP Relaxations for Generalized Extended Trust Region Subproblems
LI, D. (Principal Investigator / Project Coordinator)
1/01/18 → 16/11/20
Project: Research
GRF: Reliability and Degradation Modelling for Rechargeable Battery
ZHANG, Z. (Principal Investigator / Project Coordinator), TSUI, K. L. (Co-Investigator), WANG, D. (Co-Investigator) & ZHAO, Y. (Co-Investigator)
1/01/18 → 22/12/20
Project: Research
GRF: Studies on Margin Procyclicality - the Impact of Volatility Persistence and Nonlinear Payoffs
WU, Q. (Principal Investigator / Project Coordinator)
15/12/17 → 13/12/21
Project: Research
GRF: A Data-Driven Framework for Airspace Congestion Analysis Using Aircraft Tracking Data
LI, L. (Principal Investigator / Project Coordinator) & GU, W. (Co-Investigator)
1/09/17 → 25/02/22
Project: Research
GRF: Asymptotic Analysis of Portfolio Tail Risk and the Diversification Effect under Multivariate Elliptical Distributions for Static Portfolios
WU, Q. (Principal Investigator / Project Coordinator) & SUN, H. (Co-Investigator)
1/01/17 → 30/12/20
Project: Research
GRF: Large-scale Multi-label Classification and Its Application to Unstructured Text Data
WANG, J. (Principal Investigator / Project Coordinator)
1/01/17 → 1/12/20
Project: Research
GRF: Mean Field Control with Partial Information
BENSOUSSAN, A. (Principal Investigator / Project Coordinator) & YAM, P.S.-C. (Co-Investigator)
1/01/17 → 1/12/20
Project: Research
GRF: Optimal Transition Pathways Under Static or Fluctuating Constraints
ZHOU, X. (Principal Investigator / Project Coordinator)
1/01/17 → 17/06/21
Project: Research
GRF: Towards More Effective Convex Reformulation and Relaxation of Quadratically Constrained Quadratic Programming
LI, D. (Principal Investigator / Project Coordinator)
1/01/17 → 16/11/20
Project: Research
NSFC-SRI: 在线心理健康社区中的成员角色演化规律及其对社群发展的影响：以抑郁症为例
ZHANG, Q. (Principal Investigator / Project Coordinator)
1/01/17 → 31/12/20
Project: Research
NSFC-SRI: 基于海量运营数据的航空安全管理和风险预警研究
LI, L. (Principal Investigator / Project Coordinator)
1/01/17 → 31/12/19
Project: Research
ITF: Cluster-Based Flight Data Analysis and Visualization Software
LI, L. (Principal Investigator / Project Coordinator), CHARRUAUD, F. (Co-Investigator) & REN, P. (Co-Investigator)
1/12/16 → 31/08/18
Project: Research
GRF: Robust Design with Random Field Noise via Computer Experimentation
TAN, M.H.-Y. (Principal Investigator / Project Coordinator)
1/10/16 → 2/03/21
Project: Research
