HIGH-DIMENSIONAL NONSTATIONARY TIME SERIES MODELING WITH FUNCTIONAL DATA ANALYSIS AND DEEP LEARNING

by XU XIUQIN
Published 2022

REINFORCEMENT LEARNING FOR FINANCIAL STOCHASTIC CONTROL: OPTIMAL MARKET MAKING WITH REBATE AND OPTIMAL LIQUIDATION WITH HIDDEN ORDER

by ZHANG GE
Published 2022

REPRESENTATION LEARNING WITH DOMAIN-SPECIFIC BAYESIAN PRIORS

by LI, SHEN
Published 2022

Patient similarity analytics for explainable clinical risk prediction

by Fang, Hao Sen Andrew, Tan, Ngiap Chuan, Tan, Wei Ying, Oei, Ronald Wihal, Lee, Mong Li, Hsu, Wynne
Published 2022

EFFICIENT ARCHITECTURE DESIGN FOR DEEP NEURAL NETWORKS

by ZHOU DAQUAN
Published 2022

LEARNING GENERALIZABLE REPRESENTATIONS IN REINFORCEMENT LEARNING

by WANG, KAIXIN
Published 2023

DEEP MULTIPLE INSTANCE LEARNING ON BIOLOGICAL DATA

by CHRISTOPHER HENDRA
Published 2023

TOWARDS EFFICIENT OBJECT DETECTION WITH DEEP LEARNING

by WANG, TAO
Published 2023

DATA-DRIVEN ROBUST OPTIMIZATION IN CAPACITY MANAGEMENT

by JIANG JUN
Published 2023

Intelligent Fault Diagnosis under Varying Working Conditions Based on Domain Adaptive Convolutional Neural Networks

by Zhang, B., Li, W., Li, X.-L., Ng, S.-K.
Published 2022

LOOK ATTENTIVELY TO HEAR: AUDIO-VISUAL SPEAKER EXTRACTION

by PAN ZEXU
Published 2023

LDL-cholesterol change and goal attainment following statin intensity titration among Asians in primary care: a retrospective cohort study

by Fang, Hao Sen Andrew, Gao, Qiao, Lee, Mong Li, Hsu, Wynne, Tan, Ngiap Chuan
Published 2022

DATA SCIENCE FOR TEMPORAL POINT PROCESSES: LEARNING, SIMULATING AND WAREHOUSING

by GUILHERME AUGUSTO TREVISAN DE ALMEIDA CINTRA ZAGATTI
Published 2024

COMPUTATIONAL METHODS FOR THE EVALUATION OF SOMATIC VARIANT CALLING IN CIRCULATING TUMOR DNA NEXT-GENERATION SEQUENCING DATA

by HANAE, CAMILLE CARRIE
Published 2024

DEEP FACIAL EXPRESSION REPRESENTATION LEARNING: ENHANCING RECOGNITION ACCURACY, PRIVACY PRESERVATION, AND TEXT-TO-3D GENERATION

by LI MING
Published 2024