Zobrazeno 1 - 10
of 311
pro vyhledávání: '"Chandrasekher, A."'
We consider the problem of estimating the factors of a rank-$1$ matrix with i.i.d. Gaussian, rank-$1$ measurements that are nonlinearly transformed and corrupted by noise. Considering two prototypical choices for the nonlinearity, we study the conver
Externí odkaz:
http://arxiv.org/abs/2207.09660
We consider a general class of regression models with normally distributed covariates, and the associated nonconvex problem of fitting these models from data. We develop a general recipe for analyzing the convergence of iterative algorithms for this
Externí odkaz:
http://arxiv.org/abs/2109.09859
Autor:
Yijia Jiang, Taruna Arora, Scott Klakamp, Janice Davis, Yasmin A. Chandrasekher, Glen Young, Yue Du, Bin Yu, Karen J. Miller
Publikováno v:
Drugs in R&D, Vol 23, Iss 4, Pp 377-395 (2023)
Abstract Background Adalimumab-aqvh/CHS-1420 (YUSIMRYTM) (hereafter referred to as adalimumab-aqvh) was recently approved by the US Food and Drug Administration as a biosimilar for adalimumab. Objective The current study was conducted to investigate
Externí odkaz:
https://doaj.org/article/01e48b8a69ff45c6a33685969a921169
We study the planted clique problem in which a clique of size k is planted in an Erdos-Renyi graph G(n,1/2) and one is interested in recovering this planted clique. It is widely believed that it exhibits a statistical-computational gap when computati
Externí odkaz:
http://arxiv.org/abs/2004.12002
We study high-dimensional regression with missing entries in the covariates. A common strategy in practice is to \emph{impute} the missing entries with an appropriate substitute and then implement a standard statistical procedure acting as if the cov
Externí odkaz:
http://arxiv.org/abs/2001.09180
Akademický článek
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The emerging technology enabling autonomy in vehicles has led to a variety of new problems in transportation networks, such as planning and perception for autonomous vehicles. Other works consider social objectives such as decreasing fuel consumption
Externí odkaz:
http://arxiv.org/abs/1807.04414
We introduce a new ensemble of random bipartite graphs, which we term the `smearing ensemble', where each left node is connected to some number of consecutive right nodes. Such graphs arise naturally in the recovery of sparse wavelet coefficients whe
Externí odkaz:
http://arxiv.org/abs/1705.02453
Autor:
Joy, Aneesh Puthiyedath, Augustine, Anitha Theresa, Karattuthodi, Mohammed Salim, Parambil, Jaffer Chalil, Chandrasekher, Dilip, Danisha, P., Panakkal, Linu Mohan, Joshi, Madhav A., Azharul Haque, K.T., Mohammed Izudheen, Irshad K., Badaruddeen, Shadia, John, Riya Sara, Murali, Sarath, Thomas, Ardhra Rose, Sahla, Fathimath, Ahmed Unni, Shahir Ahmed KV., Ahmed, Raseel Omar, Cholamugath, Shinu
Publikováno v:
In Clinical Epidemiology and Global Health March-April 2022 14
Publikováno v:
California Law Review, 2019 Feb 01. 107(1), 1-66.
Externí odkaz:
https://www.jstor.org/stable/26642399