Zobrazeno 1 - 10
of 19 800
pro vyhledávání: '"A. Glasgow"'
Autor:
Patel, Kumar Kshitij, Glasgow, Margalit, Zindari, Ali, Wang, Lingxiao, Stich, Sebastian U., Cheng, Ziheng, Joshi, Nirmit, Srebro, Nathan
Local SGD is a popular optimization method in distributed learning, often outperforming other algorithms in practice, including mini-batch SGD. Despite this success, theoretically proving the dominance of local SGD in settings with reasonable data he
Externí odkaz:
http://arxiv.org/abs/2405.11667
In 1981, Karp and Sipser proved a law of large numbers for the matching number of a sparse Erd\H{o}s-R\'enyi random graph, in an influential paper pioneering the so-called differential equation method for analysis of random graph processes. Strengthe
Externí odkaz:
http://arxiv.org/abs/2402.05851
Autor:
Glasgow, Margalit
In this work, we consider the optimization process of minibatch stochastic gradient descent (SGD) on a 2-layer neural network with data separated by a quadratic ground truth function. We prove that with data drawn from the $d$-dimensional Boolean hyp
Externí odkaz:
http://arxiv.org/abs/2309.15111
Recent measurements of the reactor antineutrino emission show that there exists a spectral excess (the "bump") in the 5-7 MeV region when compared to the Huber-Muller prediction based on the conversion method. Analysis within an alternate prediction
Externí odkaz:
http://arxiv.org/abs/2308.05630
Despite recent theoretical progress on the non-convex optimization of two-layer neural networks, it is still an open question whether gradient descent on neural networks without unnatural modifications can achieve better sample complexity than kernel
Externí odkaz:
http://arxiv.org/abs/2306.16361
Autor:
Dianne Fierheller, Casey Chu, Chelsea D’Silva, Arvind Krishendeholl, Abdul Arham, Angela Carter, Keddone Dias, Isaac Francis, Marcia Glasgow, Gurpreet Malhotra, Ian Zenlea, Laura C. Rosella
Publikováno v:
International Journal for Equity in Health, Vol 23, Iss 1, Pp 1-9 (2024)
Abstract Health inequalities amplified by the COVID-19 pandemic have disproportionately affected racialized and equity-deserving communities across Canada. In the Municipality of Peel, existing data, while limited, illustrates that individuals from r
Externí odkaz:
https://doaj.org/article/636b1a91751e41e69d5d854aa1006b8e
Autor:
Anita Max, Heather L. Glasgow, Teresa C.B. Santiago, Ashley Holland, Hiroto Inaba, Connie F. Cañete-Gibas, Nathan P. Wiederhold, Randall T. Hayden, Elisabeth E. Adderson
Publikováno v:
Emerging Infectious Diseases, Vol 30, Iss 6, Pp 1245-1248 (2024)
Choanephora infundibulifera is a member of the Mucorales order of fungi. The species is associated with plants as a saprophyte or parasite and may be responsible for spoilage or disease but is an uncommon cause of human infection. We describe C. infu
Externí odkaz:
https://doaj.org/article/0faa7fed215d4f49a21ea57444337957
Autor:
Sally K. Stauder, BS, Shalmali R. Borkar, MBBS, MPH, Amy E. Glasgow, MHA, Tage L. Runkle, MA, Mark E. Sherman, MD, Aaron C. Spaulding, PhD, Michael M. Mohseni, MD, Christopher C. DeStephano, MD, MPH
Publikováno v:
Mayo Clinic Proceedings: Innovations, Quality & Outcomes, Vol 8, Iss 3, Pp 213-224 (2024)
Objective: To determine associations of incident cancer diagnoses in women with recent emergency department (ED) care. Patients and Methods: A retrospective cohort study analyzing biological females aged 18 years and older, who were diagnosed with an
Externí odkaz:
https://doaj.org/article/a8b296ec910a46a18f5b487ba05ea618
Two landmark results in combinatorial random matrix theory, due to Koml\'os and Costello-Tao-Vu, show that discrete random matrices and symmetric discrete random matrices are typically nonsingular. In particular, in the language of graph theory, when
Externí odkaz:
http://arxiv.org/abs/2303.05435
Autor:
Glasgow, Margalit, Rakhlin, Alexander
In this work, we give a statistical characterization of the $\gamma$-regret for arbitrary structured bandit problems, the regret which arises when comparing against a benchmark that is $\gamma$ times the optimal solution. The $\gamma$-regret emerges
Externí odkaz:
http://arxiv.org/abs/2303.03327