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pro vyhledávání: '"KELLY, BRYAN"'
We open up the black box behind Deep Learning for portfolio optimization and prove that a sufficiently wide and arbitrarily deep neural network (DNN) trained to maximize the Sharpe ratio of the Stochastic Discount Factor (SDF) is equivalent to a larg
Externí odkaz:
http://arxiv.org/abs/2402.06635
Autor:
BYBEE, LELAND (AUTHOR), KELLY, BRYAN (AUTHOR), MANELA, ASAF (AUTHOR) amanela@wustl.edu, XIU, DACHENG (AUTHOR)
Publikováno v:
Journal of Finance (John Wiley & Sons, Inc.). Oct2024, Vol. 79 Issue 5, p3105-3147. 43p.
The recent discovery of the equivalence between infinitely wide neural networks (NNs) in the lazy training regime and Neural Tangent Kernels (NTKs) (Jacot et al., 2018) has revived interest in kernel methods. However, conventional wisdom suggests ker
Externí odkaz:
http://arxiv.org/abs/2301.11414
Autor:
Kennedy, Joyce, Kennedy, Michael, Rutherford-Johnson, Tim
Publikováno v:
The Oxford Dictionary of Music, 6 ed., 2013.
Autor:
Samantha Walczuk, Francesca E. Cunningham, Xinhua Zhao, Diane Dong, Peter A. Glassman, Donald R. Miller, Deborah Khachikian, Anthony Au, Cedric Salone, Kelly Bryan, Qoua Her, Sherrie L. Aspinall
Publikováno v:
Pharmacoepidemiology, Vol 3, Iss 1, Pp 103-116 (2024)
We described insulin glargine (originator) and insulin glargine-yfgn (biosimilar) treatment patterns, assessed effectiveness and safety outcomes, and identified reasons for switching back to the originator product from the biosimilar. This retrospect
Externí odkaz:
https://doaj.org/article/a298ba3cf45d4a1b980727b718f42035
We introduce a methodology for designing and training deep neural networks (DNN) that we call "Deep Regression Ensembles" (DRE). It bridges the gap between DNN and two-layer neural networks trained with random feature regression. Each layer of DRE ha
Externí odkaz:
http://arxiv.org/abs/2203.05417
Autor:
Uppstrom, Tyler J., Siljander, Breana R., Menta, Samarth V., Baldwin, Robert B., Cecere, Robert, DeFrancesco, Christopher J., Kelly, Bryan T., Ranawat, Amar, Ranawat, Anil S.
Publikováno v:
In The Journal of Arthroplasty September 2024 39(9) Supplement 1:S61-S66
Publikováno v:
The Concise Oxford Dictionary of Music, 5 ed., 2007.
The inclusive potential of synodality: Pope Francis, merciful discernment, and a validity of a kind .
Autor:
Kelly, Bryan P.1 (AUTHOR) kellyb15@tcd.ie
Publikováno v:
Theology & Sexuality: The Journal of the Institute for the Study of Christianity & Sexuality. Jul2024, p1-25. 25p.
Autor:
Rahman, Omar F., Kunze, Kyle N., Yao, Kaisen, Kwiecien, Susan Y., Ranawat, Anil S., Banffy, Michael B., Kelly, Bryan T., Galano, Gregory J.
Publikováno v:
In Arthroscopy: The Journal of Arthroscopic and Related Surgery December 2024 40(12):2840-2849