Randomized Algorithms
Randomized algorithms, once viewed as a tool in computational number theory, have by now found widespread application. Growth has been fueled by the two major benefits of random...
Publications
Explore 505 academic publications
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505 publications
ALBERT: A Lite BERT for Self-supervised Learning of Language\n Representations
Increasing model size when pretraining natural language representations often\nresults in improved performance on downstream tasks. However, at some point\nfurther model increas...
High Performance of <sup>18</sup>F-Fluorodeoxyglucose Positron Emission Tomography and Contrast-Enhanced CT in a Rapid Outpatient Diagnostic Program for Patients with Suspected Lung Cancer
<b><i>Background:</i></b> The diagnostic evaluation of patients presenting with possible lung cancer is often complex and time consuming. A rapid outpati...
MetaboAnalyst 5.0: narrowing the gap between raw spectra and functional insights
Abstract Since its first release over a decade ago, the MetaboAnalyst web-based platform has become widely used for comprehensive metabolomics data analysis and interpretation. ...
First M87 Event Horizon Telescope Results. I. The Shadow of the Supermassive Black Hole
Abstract When surrounded by a transparent emission region, black holes are expected to reveal a dark shadow caused by gravitational light bending and photon capture at the event...
Two-Way Fixed Effects Estimators with Heterogeneous Treatment Effects
Linear regressions with period and group fixed effects are widely used to estimate treatment effects. We show that they estimate weighted sums of the average treatment effects (...
Report 9: Impact of non-pharmaceutical interventions (NPIs) to reduce COVID19 mortality and healthcare demand
The global impact of COVID-19 has been profound, and the public health threat it represents is the most serious seen in a respiratory virus since the 1918 H1N1 influenza pandemi...