Zobrazeno 1 - 10
of 8 878
pro vyhledávání: '"Vidyasagar, A."'
Autor:
Bangad, Nikhil, Jayaram, Vivekananda, Krishnappa, Manjunatha Sughaturu, Banarse, Amey Ram, Bidkar, Darshan Mohan, Nagpal, Akshay, Parlapalli, Vidyasagar
Publikováno v:
International Journal of Computer Engineering and Technology IJCET 2024
This paper presents a theoretical framework for an AI-driven data quality monitoring system designed to address the challenges of maintaining data quality in high-volume environments. We examine the limitations of traditional methods in managing the
Externí odkaz:
http://arxiv.org/abs/2410.08576
Learning-based methods have proven useful at generating complex motions for robots, including humanoids. Reinforcement learning (RL) has been used to learn locomotion policies, some of which leverage a periodic reward formulation. This work extends t
Externí odkaz:
http://arxiv.org/abs/2409.07846
Autor:
Ferracina, Fabiana, Krishnamoorthy, Bala, Halappanavar, Mahantesh, Hu, Shengwei, Sathuvalli, Vidyasagar
We explore the application of machine learning algorithms specifically to enhance the selection process of Russet potato clones in breeding trials by predicting their suitability for advancement. This study addresses the challenge of efficiently iden
Externí odkaz:
http://arxiv.org/abs/2404.03701
Autor:
Karandikar, Rajeeva L., Vidyasagar, M.
In this paper, we study the convergence properties of the Stochastic Gradient Descent (SGD) method for finding a stationary point of a given objective function $J(\cdot)$. The objective function is not required to be convex. Rather, our results apply
Externí odkaz:
http://arxiv.org/abs/2312.02828
Autor:
Venkataravikanth Eddula, Ashok Rao Matety, C. Sravana Deepthi, Sirshendu Chaudhuri, Vidyasagar Pappula
Publikováno v:
Current Medical Issues, Vol 22, Iss 4, Pp 217-221 (2024)
Background This cross-sectional observational study aimed to analyze the clinical and mycological characteristics of dermatophytosis in patients visiting the outpatient clinic of the department of dermatology at a tertiary care hospital in Telangana.
Externí odkaz:
https://doaj.org/article/e28d69372f2f48fb95b9a539466cb0d7
Publikováno v:
Lung India, Vol 41, Iss 6, Pp 480-482 (2024)
Externí odkaz:
https://doaj.org/article/7dc558c4df644f40b5e02923d8fe17e6
Autor:
Vidyasagar, Mathukumalli
In this paper, we present a brief survey of Reinforcement Learning (RL), with particular emphasis on Stochastic Approximation (SA) as a unifying theme. The scope of the paper includes Markov Reward Processes, Markov Decision Processes, Stochastic App
Externí odkaz:
http://arxiv.org/abs/2304.00803
Publikováno v:
Journal of Eating Disorders, Vol 12, Iss 1, Pp 1-11 (2024)
Abstract Background Higher prevalence of disordered eating in young adults with type 1 diabetes (T1D) culminates in higher levels of morbidity and mortality. In addition to validated questionnaires for diabetes distress, depression/anxiety symptoms a
Externí odkaz:
https://doaj.org/article/a68d44032a0e42619020929f0d945fa4
Autor:
G. Vinaya Chandu Vidyasagar, P. V. Janardhan Reddy, M. Md. Ghouse, T. C. Venkateswarulu, P. B. Kavi Kishor, Prashanth Suravajhala, Rathnagiri Polavarapu
Publikováno v:
AMB Express, Vol 14, Iss 1, Pp 1-10 (2024)
Abstract Corona virus disease 2019 (COVID-19) pandemic caused by severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2), claimed millions globally. After the report of the first incidence of the virus, variants emerged with each posing a unique
Externí odkaz:
https://doaj.org/article/e0b5fee8148444f9809373a7d56b2600
In this paper, we study the well-known "Heavy Ball" method for convex and nonconvex optimization introduced by Polyak in 1964, and establish its convergence under a variety of situations. Traditionally, most algorithms use "full-coordinate update," t
Externí odkaz:
http://arxiv.org/abs/2303.16241