Zobrazeno 1 - 10
of 4 665
pro vyhledávání: '"Baranwal A"'
Autor:
Baranwal, Mayank, Chakrabarti, Kushal
Optimizing problems in a distributed manner is critical for systems involving multiple agents with private data. Despite substantial interest, a unified method for analyzing the convergence rates of distributed optimization algorithms is lacking. Thi
Externí odkaz:
http://arxiv.org/abs/2409.19279
Autor:
Chakrabarti, Kushal, Baranwal, Mayank
Adaptive gradient-descent optimizers are the standard choice for training neural network models. Despite their faster convergence than gradient-descent and remarkable performance in practice, the adaptive optimizers are not as well understood as vani
Externí odkaz:
http://arxiv.org/abs/2407.12629
A chemical reaction mechanism (CRM) is a sequence of molecular-level events involving bond-breaking/forming processes, generating transient intermediates along the reaction pathway as reactants transform into products. Understanding such mechanisms i
Externí odkaz:
http://arxiv.org/abs/2407.10090
Machine learning for node classification on graphs is a prominent area driven by applications such as recommendation systems. State-of-the-art models often use multiple graph convolutions on the data, as empirical evidence suggests they can enhance p
Externí odkaz:
http://arxiv.org/abs/2405.13987
Autor:
Baranwal, H., Chand, A. K. B.
Cyclic contractions generalize the usual contractivities in metric spaces and $b$-MSs. In this paper, we enhance several fixed point theorems related to cyclic (i) Banach self-maps, (ii) Chatterjea contractivities, (iii) Kannan self-mappings, (iv) \'
Externí odkaz:
http://arxiv.org/abs/2406.15368
Dreaming of Electrical Waves: Generative Modeling of Cardiac Excitation Waves using Diffusion Models
Electrical waves in the heart form rotating spiral or scroll waves during life-threatening arrhythmias such as atrial or ventricular fibrillation. The wave dynamics are typically modeled using coupled partial differential equations, which describe re
Externí odkaz:
http://arxiv.org/abs/2312.14830
Autor:
Nandhakumar, Aadharsh Roshan, Baranwal, Ayush, Choudhary, Priyanshukumar, Golec, Muhammed, Gill, Sukhpal Singh
Publikováno v:
Elsevier Measurement: Sensors 2024
To meet next-generation IoT application demands, edge computing moves processing power and storage closer to the network edge to minimise latency and bandwidth utilisation. Edge computing is becoming popular as a result of these benefits, but resourc
Externí odkaz:
http://arxiv.org/abs/2310.05605
Autor:
Chakrabarti, Kushal, Baranwal, Mayank
This paper considers solving distributed convex optimization problems in peer-to-peer multi-agent networks. The network is assumed to be synchronous and connected. By using the proportional-integral (PI) control strategy, various algorithms with fixe
Externí odkaz:
http://arxiv.org/abs/2310.00419
Publikováno v:
BMC Genomics, Vol 25, Iss 1, Pp 1-7 (2024)
Abstract Mustard is a commercial oilseed crop worldwide infected by a highly infectious turnip mosaic virus (TuMV). In the experimental field at ICAR-IARI, New Delhi, in 2022, a 100% incidence of TuMV infection was observed in brown, black and yellow
Externí odkaz:
https://doaj.org/article/335d2cd7c18e43cb86d400ce73b98b20
Autor:
Feng-Yu Li, Xin-Ee Tan, Yuzuki Shimamori, Kotaro Kiga, Srivani Veeranarayanan, Shinya Watanabe, Yutaro Nishikawa, Yoshifumi Aiba, Yusuke Sato’o, Kazuhiko Miyanaga, Teppei Sasahara, Sarah Hossain, Kanate Thitiananpakorn, Tomofumi Kawaguchi, Huong Minh Nguyen, Adeline Yeo Syin Lian, Sharmin Sultana, Ola Alessa, Geoffrey Kumwenda, Jayathilake Sarangi, Jastin Edrian Cocuangco Revilleza, Priyanka Baranwal, Mohammad Omar Faruk, Yuya Hidaka, Myat Thu, Mahmoud Arbaah, Anujin Batbold, Maniruzzaman, Yi Liu, Ho Thi My Duyen, Takashi Sugano, Nayanjin Tergel, Takayuki Shimojyo, Longzhu Cui
Publikováno v:
Communications Biology, Vol 7, Iss 1, Pp 1-11 (2024)
Abstract In response to the escalating antibiotic resistance in multidrug-resistant pathogens, we propose an innovative phagemid-based capsid system to generate CRISPR-Cas13a-loaded antibacterial capsids (AB-capsids) for targeted therapy against mult
Externí odkaz:
https://doaj.org/article/bb362cf4ba624f929db8a29a2ce1e489