Zobrazeno 1 - 10
of 11 174
pro vyhledávání: '"Challa, A"'
Stochastic Gradient Descent (SGD) is the main approach to optimizing neural networks. Several generalization properties of deep networks, such as convergence to a flatter minima, are believed to arise from SGD. This article explores the causality asp
Externí odkaz:
http://arxiv.org/abs/2412.03035
Autor:
Kar, Aditya Shankar, Challa, Kiran Kumar, Bharati, Alok Kumar, Singhal, Ankit, Ajjarapu, Venkataramana
Active distribution system with high penetration of inverter based distributed energy resources (DER) can be utilized for VAR-related ancillary services. To utilize the DER flexibility, transmission system operator (TSO) must be presented with the ag
Externí odkaz:
http://arxiv.org/abs/2405.12184
An established failure mode for machine learning models occurs when the same features are equally likely to belong to class 0 and class 1. In such cases, existing ML models cannot correctly classify the sample. However, a solvable case emerges when t
Externí odkaz:
http://arxiv.org/abs/2405.11573
In this paper, we propose a class of non-parametric classifiers, that learn arbitrary boundaries and generalize well. Our approach is based on a novel way to regularize 1NN classifiers using a greedy approach. We refer to this class of classifiers as
Externí odkaz:
http://arxiv.org/abs/2402.08405
We derive the elastic field generated by multiple small-scaled inclusions distributed in a bounded set of $\mathbb{R}^3$. These inclusions are modeled with moderate values of the Lam\'e coefficients while they have a large relative mass density. Thes
Externí odkaz:
http://arxiv.org/abs/2401.03784
Autor:
Peddi, Rohith, Arya, Shivvrat, Challa, Bharath, Pallapothula, Likhitha, Vyas, Akshay, Gouripeddi, Bhavya, Wang, Jikai, Zhang, Qifan, Komaragiri, Vasundhara, Ragan, Eric, Ruozzi, Nicholas, Xiang, Yu, Gogate, Vibhav
Following step-by-step procedures is an essential component of various activities carried out by individuals in their daily lives. These procedures serve as a guiding framework that helps to achieve goals efficiently, whether it is assembling furnitu
Externí odkaz:
http://arxiv.org/abs/2312.14556
Large language models (LLMs) such as ChatGPT and Google Bard have garnered significant attention in the academic community. Previous research has evaluated these LLMs for various applications such as generating programming exercises and solutions. Ho
Externí odkaz:
http://arxiv.org/abs/2311.09651
Autor:
G. Challa Ram, M. Venkata Subbarao, K. Padma Satya Sri, Naveen Kumar Maurya, D. Ramesh Varma, M. Prema Kumar
Publikováno v:
Proceedings on Engineering Sciences, Vol 6, Iss 4, Pp 1711-1718 (2024)
This paper presents a novel sensor design that incorporates a microstrip patch antenna accompanied by a ground plane integrating a complementary split-ring resonator (CSRR). Integration of a circular CSRR into the microchip antenna has the potential
Externí odkaz:
https://doaj.org/article/44707fdbdad846c996f2663aaf14d61a
Autor:
M. Venkata Subbarao, S. Lakshmi Praveena, T. Naga Sharmila, Praveen Kumar Nalli, G. Challa Ram, D. Ramesh Varma, Srinivasarao Alluri, Tabassum Nazeer Syed
Publikováno v:
Proceedings on Engineering Sciences, Vol 6, Iss 4, Pp 1741-1750 (2024)
Erythemato-squamous diseases (ESDs), also known as erythrodermas, are a group of dermatological disorders characterized by both redness (erythema) and scaling (squamous) of the skin. These conditions can have various causes and implications. The impl
Externí odkaz:
https://doaj.org/article/27fafeb76e6c4e99b93add950c2bbf66
Autor:
Verena Hurst, Christian B. Gerhold, Cleo V. D. Tarashev, Kiran Challa, Andrew Seeber, Shota Yamazaki, Britta Knapp, Stephen B. Helliwell, Bernd Bodenmiller, Masahiko Harata, Kenji Shimada, Susan M. Gasser
Publikováno v:
Nature Communications, Vol 15, Iss 1, Pp 1-22 (2024)
Abstract Loss of cytosolic actin filaments upon TORC2 inhibition triggers chromosome fragmentation in yeast, which results from altered base excision repair of Zeocin-induced lesions. To find the link between TORC2 kinase and this yeast chromosome sh
Externí odkaz:
https://doaj.org/article/c6eea7d7981e47d3bf6b2e622889e3f4