Publications
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Improving neural networks by preventing co-adaptation of feature detectors
When a large feedforward neural network is trained on a small training set, it typically performs poorly on held-out test data. This "overfitting" is greatly reduced by randomly...
Updated guidance for trusted systematic reviews: a new edition of the Cochrane Handbook for Systematic Reviews of Interventions
On a shelf in the sunny, open‐plan office of Cochrane Australia in Melbourne, there's a large, white ring‐binder that, it's fair to say, hasn't been opened in a while. It's a pr...
Climate Change 2022 – Impacts, Adaptation and Vulnerability
The Working Group II contribution to the Sixth Assessment Report of the Intergovernmental Panel on Climate Change (IPCC) provides a comprehensive assessment of the scientific li...
A General Theory of Crime
Preface Part I. Crime: 1. Classical theory and the idea of crime 2. The nature of crime Part II. Criminality: 3. Biological positivism 4. Psychological, economic, and sociologic...
The Astropy Project: Building an Open-science Project and Status of the v2.0 Core Package<sup>*</sup>
Abstract The Astropy Project supports and fosters the development of open-source and openly developed Python packages that provide commonly needed functionality to the astronomi...
The socio-economic implications of the coronavirus pandemic (COVID-19): A review
The COVID-19 pandemic has resulted in over 4.3 million confirmed cases and over 290,000 deaths globally. It has also sparked fears of an impending economic crisis and recession....
Cascade R-CNN: Delving Into High Quality Object Detection
In object detection, an intersection over union (IoU) threshold is required to define positives and negatives. An object detector, trained with low IoU threshold, e.g. 0.5, usua...
BioBERT: a pre-trained biomedical language representation model for biomedical text mining
Abstract Motivation Biomedical text mining is becoming increasingly important as the number of biomedical documents rapidly grows. With the progress in natural language processi...
Mathematical Methods of Statistics.
Journal Article Mathematical Methods of Statistics Get access Mathematical Methods of Statistics. By HAROLD CRAMER. Princeton University Press (London : Geoffrey Cumberlege), 19...
Mendelian Randomization Analysis With Multiple Genetic Variants Using Summarized Data
ABSTRACT Genome‐wide association studies, which typically report regression coefficients summarizing the associations of many genetic variants with various traits, are potential...