Zobrazeno 1 - 10
of 365
pro vyhledávání: '"GUPTA, ARPIT"'
Mobile devices such as smartphones, laptops, and tablets can often connect to multiple access networks (e.g., Wi-Fi, LTE, and 5G) simultaneously. Recent advancements facilitate seamless integration of these connections below the transport layer, enha
Externí odkaz:
http://arxiv.org/abs/2411.04138
Information-Seeking Dialogue (ISD) agents aim to provide accurate responses to user queries. While proficient in directly addressing user queries, these agents, as well as LLMs in general, predominantly exhibit reactive behavior, lacking the ability
Externí odkaz:
http://arxiv.org/abs/2410.15297
Autor:
Manda, Haarika, Srinivasavaradhan, Varshika, Koduru, Laasya, Zhang, Kevin, Zhou, Xuanhe, Paul, Udit, Belding, Elizabeth, Gupta, Arpit, Narechania, Tejas N.
Residential fixed broadband internet access in the United States (US) has long been distributed inequitably, drawing significant attention from researchers and policymakers. This paper evaluates the efficacy of the Connect America Fund (CAF), a key p
Externí odkaz:
http://arxiv.org/abs/2405.18657
Developing generalizable ML-based solutions for disparate learning problems in network security is highly desired. However, despite a rich history of applying ML to network security, most existing solutions lack generalizability. This lack of progres
Externí odkaz:
http://arxiv.org/abs/2310.17025
Crowdsourced speedtest measurements are an important tool for studying internet performance from the end user perspective. Nevertheless, despite the accuracy of individual measurements, simplistic aggregation of these data points is problematic due t
Externí odkaz:
http://arxiv.org/abs/2310.16136
Autor:
Ma, Mingyu Derek, Kao, Jiun-Yu, Gupta, Arpit, Lin, Yu-Hsiang, Zhao, Wenbo, Chung, Tagyoung, Wang, Wei, Chang, Kai-Wei, Peng, Nanyun
Models of various NLP tasks have been shown to exhibit stereotypes, and the bias in the question answering (QA) models is especially harmful as the output answers might be directly consumed by the end users. There have been datasets to evaluate bias
Externí odkaz:
http://arxiv.org/abs/2310.08795
Geosynchronous satellite (GEO) networks are a crucial option for users beyond terrestrial connectivity. However, unlike terrestrial networks, GEO networks exhibit high latency and deploy TCP proxies and traffic shapers. The deployment of proxies effe
Externí odkaz:
http://arxiv.org/abs/2309.00686
Autor:
Lu, Sidi, Zhao, Wenbo, Tao, Chenyang, Gupta, Arpit, Wu, Shanchan, Chung, Tagyoung, Peng, Nanyun
NeurAlly-Decomposed Oracle (NADO) is a powerful approach for controllable generation with large language models. It is designed to avoid catastrophic forgetting while achieving guaranteed convergence to an entropy-maximized closed-form optimal soluti
Externí odkaz:
http://arxiv.org/abs/2306.11825
The remarkable success of the use of machine learning-based solutions for network security problems has been impeded by the developed ML models' inability to maintain efficacy when used in different network environments exhibiting different network b
Externí odkaz:
http://arxiv.org/abs/2306.08853
The increased use of video conferencing applications (VCAs) has made it critical to understand and support end-user quality of experience (QoE) by all stakeholders in the VCA ecosystem, especially network operators, who typically do not have direct a
Externí odkaz:
http://arxiv.org/abs/2306.01194