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Kernel methods for predicting yields of chemical reactions
AL Haywood, J Redshaw… - Journal of Chemical …, 2021 - ACS Publications
The use of machine learning methods for the prediction of reaction yield is an emerging
area. We demonstrate the applicability of support vector regression (SVR) for predicting …
area. We demonstrate the applicability of support vector regression (SVR) for predicting …
Inductive graph unlearning
As a way to implement the" right to be forgotten" in machine learning, machine unlearning
aims to completely remove the contributions and information of the samples to be deleted …
aims to completely remove the contributions and information of the samples to be deleted …
Kergnns: Interpretable graph neural networks with graph kernels
Graph kernels are historically the most widely-used technique for graph classification tasks.
However, these methods suffer from limited performance because of the hand-crafted …
However, these methods suffer from limited performance because of the hand-crafted …
Random walk graph neural networks
In recent years, graph neural networks (GNNs) have become the de facto tool for performing
machine learning tasks on graphs. Most GNNs belong to the family of message passing …
machine learning tasks on graphs. Most GNNs belong to the family of message passing …
Graph kernels: A survey
Graph kernels have attracted a lot of attention during the last decade, and have evolved into
a rapidly develo** branch of learning on structured data. During the past 20 years, the …
a rapidly develo** branch of learning on structured data. During the past 20 years, the …
The curious decline of linguistic diversity: Training language models on synthetic text
Y Guo, G Shang, M Vazirgiannis, C Clavel - ar** semi-supervised annotation method for potential suicidal messages
The suicide of a person is a tragedy that deeply affects families, communities, and countries.
According to the standardized rate of suicides per number of inhabitants worldwide, in 2022 …
According to the standardized rate of suicides per number of inhabitants worldwide, in 2022 …