Zobrazeno 1 - 10
of 2 000
pro vyhledávání: '"Neeraja, P."'
Autor:
Jacobellis, Dan, Yadwadkar, Neeraja J.
Modern sensors produce increasingly rich streams of high-resolution data. Due to resource constraints, machine learning systems discard the vast majority of this information via resolution reduction. Compressed-domain learning allows models to operat
Externí odkaz:
http://arxiv.org/abs/2412.09405
Autor:
Banerjee, Sarbartha, Sahu, Prateek, Luo, Mulong, Vahldiek-Oberwagner, Anjo, Yadwadkar, Neeraja J., Tiwari, Mohit
Large language models (LLMs) used across enterprises often use proprietary models and operate on sensitive inputs and data. The wide range of attack vectors identified in prior research - targeting various software and hardware components used in tra
Externí odkaz:
http://arxiv.org/abs/2411.13459
Autor:
Nag, Shashank, Bacellar, Alan T. L., Susskind, Zachary, Jha, Anshul, Liberty, Logan, Sivakumar, Aishwarya, John, Eugene B., Kailas, Krishnan, Lima, Priscila M. V., Yadwadkar, Neeraja J., Franca, Felipe M. G., John, Lizy K.
Transformers are set to become ubiquitous with applications ranging from chatbots and educational assistants to visual recognition and remote sensing. However, their increasing computational and memory demands is resulting in growing energy consumpti
Externí odkaz:
http://arxiv.org/abs/2411.01818
Language models (LMs) hallucinate. We inquire: Can we detect and mitigate hallucinations before they happen? This work answers this research question in the positive, by showing that the internal representations of LMs provide rich signals that can b
Externí odkaz:
http://arxiv.org/abs/2410.02899
This paper is an attempt to mitigate the beam squint happening due to frequency-dependent phase shifts in the wideband beamforming scenario, specifically in radar applications. The estimation of the direction of arrival is significant for precise tar
Externí odkaz:
http://arxiv.org/abs/2403.02679
Serverless computing relieves developers from the burden of resource management, thus providing ease-of-use to the users and the opportunity to optimize resource utilization for the providers. However, today's serverless systems lack performance guar
Externí odkaz:
http://arxiv.org/abs/2401.08859
Autor:
Kaur, Gursharn, Sahasrabudhe, Neeraja
We consider interacting urns on a finite directed network, where both sampling and reinforcement processes depend on the nodes of the network. This extends previous research by incorporating node-dependent sampling (preferential or de-preferential) a
Externí odkaz:
http://arxiv.org/abs/2312.02096
Publikováno v:
Lung India, Vol 41, Iss 6, Pp 429-434 (2024)
Background Cyclin D1 is a protein that can enhance the proliferation of cancer cells and has been detected in various malignancies, including lung cancer. However, routine examinations for Cyclin D1 in lung cancer cases have not been conducted in Ker
Externí odkaz:
https://doaj.org/article/bf8b4da16dd543de803676db2b876a2c
Publikováno v:
International Journal of Emergency Medicine, Vol 17, Iss 1, Pp 1-7 (2024)
Abstract Background Inferior vena cava (IVC) diameter measurement using ultrasound for volume status assessment has shown satisfactory results and is being adopted in Emergency and critical care settings. IVC diameter can vary depending on the cardia
Externí odkaz:
https://doaj.org/article/a0ffb6c6bfd8426aa13d9937a8d3542a
Publikováno v:
Microbiome, Vol 12, Iss 1, Pp 1-17 (2024)
Abstract Background Increased risk of asthma and other respiratory diseases is associated with exposures to microbial communities growing in damp and moldy indoor environments. The exact causal mechanisms remain unknown, and occupant health effects h
Externí odkaz:
https://doaj.org/article/b94d358f375f42f5acab3dc484466c45