10 citations · 10 across the 4 of their papers we have counts for
4 papers
Interpretable Data Fusion for Distributed Learning: A Representative Approach via Gradient Matching
Mengchen Fan, Baocheng Geng, Keren Li +2
This paper introduces a representative-based approach for distributed learning that transforms multiple raw data points into a virtual representation. Unlike traditional distribute…
ForLion: A New Algorithm for D-optimal Designs under General Parametric Statistical Models with Mixed Factors
Yifei Huang, Keren Li, Abhyuday Mandal +1
In this paper, we address the problem of designing an experimental plan with both discrete and continuous factors under fairly general parametric statistical models. We propose a n…
Score-Matching Representative Approach for Big Data Analysis with Generalized Linear Models
Keren Li, Jie Yang
We propose a fast and efficient strategy, called the representative approach, for big data analysis with generalized linear models, especially for distributed data with localizatio…
Ecosystem-bedrock interaction changes nutrient compartmentalization during early oxidative weathering
Dragos G. Zaharescu, Carmen I. Burghelea, Katerina Dontsova +16
Ecosystem-bedrock interactions power the biogeochemical cycles of Earth's shallow crust, supporting life, stimulating substrate transformation, and spurring evolutionary innovation…