Random search for hyper-parameter optimization
Grid search and manual search are the most widely used strategies for hyper-parameter optimization. This paper shows empirically and theoretically that randomly chosen trials ar...
Publications
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3,068 publications
Combined Nivolumab and Ipilimumab or Monotherapy in Untreated Melanoma
Among previously untreated patients with metastatic melanoma, nivolumab alone or combined with ipilimumab resulted in significantly longer progression-free survival than ipilimu...
Internet of Things: A Survey on Enabling Technologies, Protocols, and Applications
This paper provides an overview of the Internet of Things (IoT) with emphasis on enabling technologies, protocols, and application issues. The IoT is enabled by the latest devel...
A critical review of high entropy alloys and related concepts
High entropy alloys (HEAs) are barely 12 years old. The field has stimulated new ideas and has inspired the exploration of the vast composition space offered by multi-principal ...
Safety and Activity of Anti–PD-L1 Antibody in Patients with Advanced Cancer
Antibody-mediated blockade of PD-L1 induced durable tumor regression (objective response rate of 6 to 17%) and prolonged stabilization of disease (rates of 12 to 41% at 24 weeks...
Photonic Crystals: Molding the Flow of Light
Since it was first published in 1995, Photonic Crystals has remained the definitive text for both undergraduates and researchers on photonic band-gap materials and their use in ...
Pharmaceuticals, Hormones, and Other Organic Wastewater Contaminants in U.S. Streams, 1999−2000: A National Reconnaissance
To provide the first nationwide reconnaissance of the occurrence of pharmaceuticals, hormones, and other organic wastewater contaminants (OWCs) in water resources, the U.S. Geol...
Recommendations for Cardiac Chamber Quantification by Echocardiography in Adults: An Update from the American Society of Echocardiography and the European Association of Cardiovascular Imaging
The rapid technological developments of the past decade and the changes in echocardiographic practice brought about by these developments have resulted in the need for updated r...
2014 Evidence-Based Guideline for the Management of High Blood Pressure in Adults
Hypertension is the most common condition seen in primary care and leads to myocardial infarction, stroke, renal failure, and death if not detected early and treated appropriate...
The Impact of Enhancing Students’ Social and Emotional Learning: A Meta‐Analysis of School‐Based Universal Interventions
This article presents findings from a meta‐analysis of 213 school‐based, universal social and emotional learning (SEL) programs involving 270,034 kindergarten through high schoo...
The representative concentration pathways: an overview
This paper summarizes the development process and main characteristics of the Representative Concentration Pathways (RCPs), a set of four new pathways developed for the climate ...