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pro vyhledávání: '"Adams, Steven A."'
Infinitely wide or deep neural networks (NNs) with independent and identically distributed (i.i.d.) parameters have been shown to be equivalent to Gaussian processes. Because of the favorable properties of Gaussian processes, this equivalence is comm
Externí odkaz:
http://arxiv.org/abs/2407.18707
In this paper, we introduce BNN-DP, an efficient algorithmic framework for analysis of adversarial robustness of Bayesian Neural Networks (BNNs). Given a compact set of input points $T\subset \mathbb{R}^n$, BNN-DP computes lower and upper bounds on t
Externí odkaz:
http://arxiv.org/abs/2306.10742
Autor:
Hosseinzadeh, Mehdi, Shankar, Karthick, Apostolaki, Maria, Ramachandran, Jay, Adams, Steven, Sekar, Vyas, Sinopoli, Bruno
Prior efforts have shown that network-assisted schemes can improve the Quality-of-Experience (QoE) and QoE fairness when multiple video players compete for bandwidth. However, realizing network-assisted schemes in practice is challenging, as: i) the
Externí odkaz:
http://arxiv.org/abs/2301.05688
Neural networks (NNs) are emerging as powerful tools to represent the dynamics of control systems with complicated physics or black-box components. Due to complexity of NNs, however, existing methods are unable to synthesize complex behaviors with gu
Externí odkaz:
http://arxiv.org/abs/2203.05903
We present a biologically inspired design for swarm foraging based on ant's pheromone deployment, where the swarm is assumed to have very restricted capabilities. The robots do not require global or relative position measurements and the swarm is ful
Externí odkaz:
http://arxiv.org/abs/2105.10331
We report the detection of hot H$_{2}$O and OH emission from the Herbig Ae/Be star HD$~101412$ using the Cryogenic Infrared Echelle Spectrograph on the $\textit{Very Large Telescope}$. Previous studies of Herbig Ae/Be stars have shown the presence of
Externí odkaz:
http://arxiv.org/abs/1812.07094
Autor:
Adams, Steven H.1 (AUTHOR), Luo, Erinn2 (AUTHOR), Lozeau, Daniel1,3 (AUTHOR), Wen, Xiaoyun1 (AUTHOR)
Publikováno v:
Case Reports in Pathology. 12/12/2023, p1-4. 4p.
Akademický článek
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Autor:
Avachat, Sayali S., Perlman, Eric S., Adams, Steven C., Cara, Mihai, Owen, Frazer, Sparks, William B., Georganopoulos, Markos
We present a multi-wavelength polarimetric and spectral study of M87 jet obtained at sub- arcsecond resolution between 2002 and 2008. The observations include multi-band archival VLA polarimetry data sets along with the HST imaging polarimetry. These
Externí odkaz:
http://arxiv.org/abs/1609.03936
Akademický článek
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