Federated Machine Learning
Today’s artificial intelligence still faces two major challenges. One is that, in most industries, data exists in the form of isolated islands. The other is the strengthening of...
Publications
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801 publications
Merck molecular force field. I. Basis, form, scope, parameterization, and performance of MMFF94
This article introduces MMFF94, the initial published version of the Merck molecular force field (MMFF). It describes the objectives set for MMFF, the form it takes, and the ran...
Reducing food’s environmental impacts through producers and consumers
The global impacts of food production Food is produced and processed by millions of farmers and intermediaries globally, with substantial associated environmental costs. Given t...
Peeking Inside the Black-Box: A Survey on Explainable Artificial Intelligence (XAI)
At the dawn of the fourth industrial revolution, we are witnessing a fast and widespread adoption of artificial intelligence (AI) in our daily life, which contributes to acceler...
A new framework for developing and evaluating complex interventions: update of Medical Research Council guidance
Complex interventions are commonly used in the health and social care services, public health practice, and other areas of social and economic policy that have consequences for ...
Object Detection With Deep Learning: A Review
Due to object detection's close relationship with video analysis and image understanding, it has attracted much research attention in recent years. Traditional object detection ...
Dissecting racial bias in an algorithm used to manage the health of populations
Racial bias in health algorithms The U.S. health care system uses commercial algorithms to guide health decisions. Obermeyer et al. find evidence of racial bias in one widely us...
Gaussian-Type Functions for Polyatomic Systems. I
In view of rapid progress of computer capability, it is very desirable to have a reliable assessment of the usefulness of Gaussian-type orbitals as basis functions for large-sca...
Cybernetics or Control and Communication in the Animal and the Machine
A classic and influential work that laid the theoretical foundations for information theory and a timely text for contemporary informations theorists and practitioners. With the...
Online Learning: A Panacea in the Time of COVID-19 Crisis
Educational institutions (schools, colleges, and universities) in India are currently based only on traditional methods of learning, that is, they follow the traditional set up ...