Zobrazeno 1 - 10
of 4 695
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:
Zainul A. Khan, Susheel Kumar Sharma, Nitika Gupta, Damini Diksha, Pooja Thapa, Mailem Yazing Shimray, Malyaj R. Prajapati, Sajad U. Nabi, Santosh Watpade, Mahendra K. Verma, Virendra K. Baranwal
Publikováno v:
BMC Genomics, Vol 25, Iss 1, Pp 1-15 (2024)
Abstract Background The choice of de novo assembler for high-throughput sequencing (HTS) data remains a pivotal factor in the HTS-based discovery of viral pathogens. This study assessed de novo assemblers, namely Trinity, SPAdes, and MEGAHIT for HTS
Externí odkaz:
https://doaj.org/article/c073f36c4ba74ae6a31819255e31c69c
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:
Chakrabarti, Kushal, Baranwal, Mayank
This paper considers solving distributed optimization problems in peer-to-peer multi-agent networks. The network is synchronous and connected. By using the proportional-integral (PI) control strategy, various algorithms with fixed stepsize have been
Externí odkaz:
http://arxiv.org/abs/2310.00419