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The CMS experiment at the CERN LHC
The Compact Muon Solenoid (CMS) detector is described. The detector operates at the Large Hadron Collider (LHC) at CERN. It was conceived to study proton-proton (and lead-lead) collisions at aExpand
The Impact of Boreal Forest Fire on Climate Warming
TLDR
Measurements and analysis of a boreal forest fire, integrating the effects of greenhouse gases, aerosols, black carbon deposition on snow and sea ice, and postfire changes in surface albedo imply that future increases in boreal fire may not accelerate climate warming. Expand
ALICE: Towards Understanding Adversarial Learning for Joint Distribution Matching
TLDR
This work proposes both adversarial and non-adversarial approaches to learn desirable matched joint distributions for unsupervised and supervised tasks and unifies a broad family of adversarial models as joint distribution matching problems. Expand
Characteristics of concentrations and chemical compositions for PM 2.5 in the region of Beijing, Tianjin, and Hebei, China
Abstract. In order to study the temporal and spatial variations of PM2.5 and its chemical compositions in the region of Beijing, Tianjin, and Hebei (BTH), PM2.5 samples were collected at four urbanExpand
Deep Learning for Case-based Reasoning through Prototypes: A Neural Network that Explains its Predictions
TLDR
This work creates a novel network architecture for deep learning that naturally explains its own reasoning for each prediction, and the explanations are loyal to what the network actually computes. Expand
Triangle Generative Adversarial Networks
A Triangle Generative Adversarial Network ($\Delta$-GAN) is developed for semi-supervised cross-domain joint distribution matching, where the training data consists of samples from each domain, andExpand
A review on long-term sorption solar energy storage
In the past decade, long-term sorption and thermochemical heat storage has generated lot of interest. This paper presents the state of the art in this field of research, materials used in theseExpand
Effect of CYP2B6, ABCB1, and CYP3A5 polymorphisms on efavirenz pharmacokinetics and treatment response: an AIDS Clinical Trials Group study.
TLDR
Slow-metabolizer genotypes were associated with increased central nervous system events among white participants and decreased virologic failure among black participants and models that included CYP2B6 516/983 genotype best predicted pharmacokinetics. Expand
Graphitic nanofillers in PMMA nanocomposites—An investigation of particle size and dispersion and their influence on nanocomposite properties
Mechanical, thermal, and electrical properties of graphite/PMMA compo- sites have been evaluated as functions of particle size and dispersion of the graphitic nanofiller components via the use ofExpand
On Connecting Stochastic Gradient MCMC and Differential Privacy
TLDR
It is shown that stochastic gradient Markov chain Monte Carlo (SG-MCMC) -- a class of scalable Bayesian posterior sampling algorithms proposed recently -- satisfies strong differential privacy with carefully chosen step sizes. Expand
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