Scientific Research Publishing

Estimating Average and Heterogeneous Effects of Special Education: A Causal Machine Learning Perspective ()

Causal Machine Learning (CML) unites ML techniques with CI in order to take advantage of both approaches’ strengths. CML ...
Scientific Research Publishing

Estimating Heterogeneous Treatment Effects of Early Childhood Interventions on Fifth-Grade Math Achievement: A Machine Learning-Augmented Causal Analysis of ECLS-K:2011 ()

School of Economics, The University of Nottingham-Ningbo, Ningbo, China. The study focuses on identifying and distinguishing whether there are differences between those students receiving special ...
IEEE

Exact Model Reduction for Discrete-Time Conditional Quantum Dynamics

Abstract: Leveraging an algebraic approach built on minimal realizations and conditional expectations in quantum probability, we propose a method to reduce the dimension of quantum filters in discrete ...
IEEE

A Data-driven Method for DRT Function Reconstruction Based on Ridge Regression and Genetic Algorithm

Abstract: Electrochemical impedance spectroscopy (EIS) technology is widely applied in the field of lithium-ion battery research. The distribution of relaxation times (DRT) method, as a novel approach ...