Projects per year
Search results
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Active
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Generalization analysis of operator learning by deep neural networks
FAN, J. (PI)
1/01/25 → 31/12/27
Project: Research project
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Efficient regression methods for flexible high dimensional models with heavy-tailed error
ZHOU, L. (PI) & Zou, H. (CoI)
1/01/25 → 31/12/27
Project: Research project
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Efficient multigrid methods for PDE-constrained optimal control problems
HON, S. Y. S. (PI) & BOLTEN, M. (PI)
1/01/25 → 31/12/26
Project: Research project
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Learning Theory of Distributed Mirror Descent on Some Typical Banach Spaces and Related Topics
YU, Z. (PI)
1/01/25 → 31/12/27
Project: Research project
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Nonparametric variable selection and semiparametric structure identification in high dimension
CHENG, M.-Y. (PI)
1/01/25 → 31/12/27
Project: Research project
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Advancements in Meshfree Methods for Hyperbolic Conservation Laws on High-Dimensional Manifolds
LING, L. (PI) & DON, W. S. (CoI)
1/01/25 → 31/12/27
Project: Research project
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Efficiency and Fairness Dual Focus: The Neyman-Pearson Approach
YAO, S. (PI)
1/01/25 → 31/12/27
Project: Research project
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基于核密度估计的有监督学习算法及其理论 Kernel Density Estimation Driven Supervised Learning: Algorithms and Theory
FAN, J. (PI) & ZHANG, Y. (CoI)
1/01/24 → 31/12/26
Project: Research project
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High dimensional inference via kernel convolution smoothing
ZHOU, L. (PI)
1/01/24 → 31/12/26
Project: Research project
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Approximation analysis of outcome weighted learning by convolutional neural networks
FAN, J. (PI)
1/01/24 → 31/12/26
Project: Research project
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Statistical inference for inverse binomial proportion and dependent p-values
TONG, T. (PI)
1/01/24 → 31/12/26
Project: Research project
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Thermoelasticity with phase transitions for 4D printing: diffuse interface models and mathematical analysis
LAM, K. F. (PI)
1/01/24 → 31/12/26
Project: Research project
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Novel Models and Efficient Methods for Surface Reconstruction and Fairing
LIU, H. (PI)
1/01/24 → 31/12/26
Project: Research project
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New methods for solving nonconvex and singular generalized Nash equilibrium problems via polynomial optimization
TANG, X. (PI) & Qu, Z. (CoI)
1/09/23 → 31/08/26
Project: Research project
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Kernel-based hybrid methods for convection-dominated equations on surfaces
LING, L. (PI)
1/01/23 → …
Project: Research project
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Applications of Determining the number of mixture components in Multiple Change-Point Detection and Mixture of the Experts System
PENG, H. (PI)
1/01/23 → …
Project: Research project
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Statistical modeling and inference for multivariate functional responses
CHENG, M.-Y. (PI)
1/01/23 → …
Project: Research project
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Phase field modeling, calibration and experimental design for Stereolithography in 3D printing
LAM, K. F. (PI)
1/01/23 → 31/12/25
Project: Research project
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Nonlinear Eigen-Approach for Optimization on Stiefel Manifolds Arising from Machine Learning
XU, Y. D. (PI)
1/07/22 → 30/06/25
Project: Research project
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Hyperspectral Image Restoration, Unmixing, and Classification by Low-Rank Tensor Recovery, Nonlocal Self-Similarity, and Deep Priors
NG, K. P. (PI), Gao, L. (PI), Zhuang, L. (CoI), Wu, J. (CoI), Wu, H. (CoI), Wu, Y. (CoI), Sun, X. (CoI) & Zhao, B. (CoI)
1/01/22 → 31/12/25
Project: Research project
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Statistical modeling for nonstationary time series and functional time series with dynamical periodic structures and covariate effects
CHENG, M.-Y. (PI)
1/01/22 → 30/06/25
Project: Research project
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Not started
Splitting Algorithms via Positive-Indefinite Proximal Regularization for Convex Programming
YUAN, X. (PI)
Project: Research project
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Study on large-scale bilevel programming: optimality and algorithm
ZHANG, J. (PI)
Project: Research project
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A unified framework for exploring genetic architecture of human complex phenotypes using summary statistics
YANG, C. (PI)
Project: Research project
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Deep Learning-Based Trading System for Energy-Relevant Financial Products
NG, K. P. (PI)
Project: Research project
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Orthogonal Non-negative Matrix and Tensor Factorizations: Analysis, Algorithms and Applications
ZUSER, T. (PI)
Project: Research project
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Neurodynamical Approach for Linearly Constrained Convex Programming
LIAO, L. (PI)
Project: Research project
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Some theoretical and numerical studies for inverse problems in wave propagations
LIU, H. (PI)
Project: Research project
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Deep Learning-Based Trading System for Energy-Relevant Financial Products
NG, K. P. (PI)
Project: Research project
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Difference-based methods in statistics and their wide applications
TONG, T. (PI)
Project: Research project
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Optimized Scwharz based nonlinear preconditioning for nonlinear elliptic PDEs
KWOK, W. H. F. (PI)
Project: Research project
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Statistical and computational methods for integrative analysis of Big Data in Biomedicine
YANG, C. (PI)
Project: Research project
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Finished
Computational models for health management system using multi-source data
ZHANG, L. (PI), CHEUNG, K. W. (CoPI) & FAN, J. (CoPI)
1/09/22 → 31/08/24
Project: Research project
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An intrinsic formulation for radial basis function finite difference methods of partial differential equations on manifolds
LING, L. (PI)
1/01/22 → 31/12/24
Project: Research project
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Optimising the design of support structures in additive manufacturing with phase fields
LAM, K. F. (PI)
1/01/22 → 31/12/24
Project: Research project
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Nonnegative Low Multi-Rank Transformed Tensor Approximation and its Applications
NG, K. P. (PI)
1/01/22 → 31/12/24
Project: Research project
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Model Checking for Parametric Ordinary Differential Equations Systems
ZHU, L. (PI)
1/01/22 → 31/12/24
Project: Research project
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Developing new models and methods for meta-analysis
TONG, T. (PI)
1/01/22 → 31/12/24
Project: Research project
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Preconditioning for Toeplitz-like Systems in Evolutionary Differential Equations
HON, S. Y. S. (PI), Serra-Capizzano, S. (Collaborator) & Lin, X. (Collaborator)
1/07/21 → 30/06/24
Project: Research project
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Estimation of conditional M-quantile treatment effect
ZHU, L. (PI)
1/01/21 → 30/06/24
Project: Research project