Zobrazeno 1 - 10
of 20
pro vyhledávání: '"Brendan D. Tracey"'
Autor:
Artemy Kolchinsky, Brendan D. Tracey
Publikováno v:
Entropy, Vol 19, Iss 11, p 588 (2017)
Following the publication of our paper [1], we uncovered a mistake in the derivation of two formulas in the manuscript.[...]
Externí odkaz:
https://doaj.org/article/08bd4c6ba14e4e3e8144963d7839c155
Autor:
Artemy Kolchinsky, Brendan D. Tracey
Publikováno v:
Entropy, Vol 19, Iss 7, p 361 (2017)
Mixture distributions arise in many parametric and non-parametric settings—for example, in Gaussian mixture models and in non-parametric estimation. It is often necessary to compute the entropy of a mixture, but, in most cases, this quantity has no
Externí odkaz:
https://doaj.org/article/3ff7dff6b2c8436191ba69a82c555693
Autor:
Daniel B. Larremore, Caterina De Bacco, Yoav Kallus, Andrew Berdahl, Brendan D. Tracey, Eleanor A. Power, Vanessa Ferdinand, Caitlin A. Stern, Eric Libby, Marion Dumas, Joshua A. Grochow, Christopher P. Kempes, Artemy Kolchinsky, Laurent Hébert-Dufresne, Christa Brelsford
Publikováno v:
Scientific Reports, Vol 9, Iss 1, Pp 1-9 (2019)
Scientific Reports
Scientific Reports
Pathogens can spread epidemically through populations. Beneficial contagions, such as viruses that enhance host survival or technological innovations that improve quality of life, also have the potential to spread epidemically. How do the dynamics of
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::06d13ececd27362e51515bb6dd2a4823
http://link.springer.com/article/10.1038/s41598-019-50039-w
http://link.springer.com/article/10.1038/s41598-019-50039-w
Autor:
Hajime Shimao, Jaeweon Shin, Michael Holton Price, Brendan D. Tracey, Timothy A. Kohler, David H. Wolpert
Publikováno v:
Nature Communications, Vol 11, Iss 1, Pp 1-8 (2020)
Nature Communications
Nature Communications
Throughout the Holocene, societies developed additional layers of administration and more information-rich instruments for managing and recording transactions and events as they grew in population and territory. Yet, while such increases seem inevita
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::ba0fdc5bf488b015dd78d28823afa6b7
https://doi.org/10.1038/s41467-020-16035-9
https://doi.org/10.1038/s41467-020-16035-9
Publikováno v:
Entropy
Volume 21
Issue 12
Volume 21
Issue 12
Information bottleneck (IB) is a technique for extracting information in one random variable X that is relevant for predicting another random variable Y. IB works by encoding X in a compressed &ldquo
bottleneck&rdquo
random variable M from
bottleneck&rdquo
random variable M from
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::0dec6b16884345004c42f7add43e85f9
http://europepmc.org/articles/PMC7514526
http://europepmc.org/articles/PMC7514526
Autor:
Yamini Bansal, Madhu Advani, Joel Dapello, Artemy Kolchinsky, Andrew M. Saxe, David D. Cox, Brendan D. Tracey
Publikováno v:
Journal of Statistical Mechanics: Theory and Experiment. 2019:124020
The practical successes of deep neural networks have not been matched by theoretical progress that satisfyingly explains their behavior. In this work, we study the information bottleneck (IB) theory of deep learning, which makes three specific claims
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::dfe3282cedf4091cc17220df916dc857
https://doi.org/10.1088/1742-5468/ab3985
https://doi.org/10.1088/1742-5468/ab3985
Autor:
David H. Wolpert, Brendan D. Tracey
Gaussian process priors are commonly used in aerospace design for performing Bayesian optimization. Nonetheless, Gaussian processes suffer two significant drawbacks: outliers are a priori assumed unlikely, and the posterior variance conditioned on ob
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::a08deedc0a499fd8a6ad89573725899e
Autor:
Brendan D. Tracey, Artemy Kolchinsky
Publikováno v:
Entropy, Vol 19, Iss 11, p 588 (2017)
Following the publication of our paper [1], we uncovered a mistake in the derivation of two formulas in the manuscript.[...]
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::09924fbdd32ff8bf70ea4c70ce5e28c3
https://www.mdpi.com/1099-4300/19/11/588
https://www.mdpi.com/1099-4300/19/11/588
Autor:
Brendan D. Tracey, Artemy Kolchinsky
Publikováno v:
Entropy, Vol 19, Iss 7, p 361 (2017)
Entropy; Volume 19; Issue 7; Pages: 361
Entropy; Volume 19; Issue 7; Pages: 361
Mixture distributions arise in many parametric and non-parametric settings -- for example, in Gaussian mixture models and in non-parametric estimation. It is often necessary to compute the entropy of a mixture, but, in most cases, this quantity has n
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::a1454b5b511de5932076c6302b6a8b7b
http://arxiv.org/abs/1706.02419
http://arxiv.org/abs/1706.02419
Autor:
James W. Bono, Dongping Xie, Ritchie Lee, Scott Backhaus, David H. Wolpert, Yildiray Yildiz, Brendan D. Tracey, Russell Bent
Publikováno v:
IEEE Transactions on Smart Grid. 4:2320-2327
Recent years have seen increased interest in the design and deployment of smart grid devices and control algorithms. Each of these smart communicating devices represents a potential access point for an intruder spurring research into intruder prevent
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::d5a7f4dcd77e688d655f75969668006a
https://doi.org/10.1109/tsg.2013.2270291
https://doi.org/10.1109/tsg.2013.2270291