Zobrazeno 1 - 10
of 7 276
pro vyhledávání: '"A. Ramaswami"'
We present novel reductions from sample compression schemes in multiclass classification, regression, and adversarially robust learning settings to binary sample compression schemes. Assuming we have a compression scheme for binary classes of size $f
Externí odkaz:
http://arxiv.org/abs/2410.13012
Autor:
Radhakrishnan, Prashanth, Chen, Jennifer, Xu, Bo, Ramaswami, Prem, Pho, Hannah, Olmos, Adriana, Manyika, James, Guha, R. V.
Large Language Models (LLMs) are prone to generating factually incorrect information when responding to queries that involve numerical and statistical data or other timely facts. In this paper, we present an approach for enhancing the accuracy of LLM
Externí odkaz:
http://arxiv.org/abs/2409.13741
Autor:
Prakash, Akkidas Noel, Ganta, Jahnvi Sai, Krishnadas, Ramaswami, Tunc, Tin A., Panda, Satish K
Optical Coherence Tomography (OCT) imaging is pivotal in diagnosing ophthalmic conditions by providing detailed cross-sectional images of the anterior and posterior segments of the eye. Nonetheless, speckle noise and other imaging artifacts inherent
Externí odkaz:
http://arxiv.org/abs/2407.13090
Publikováno v:
Earth's Future, Vol 7, Iss 8, Pp 911-922 (2019)
Abstract With ever‐growing populations, cities are increasingly interested in ensuring a well‐functioning food system. However, knowledge of variation between individual city food systems is limited. This is particularly true in countries such as
Externí odkaz:
https://doaj.org/article/8dfa7ad9c1d54f96b0cab5e185a08dde
Autor:
Longpre, Shayne, Kapoor, Sayash, Klyman, Kevin, Ramaswami, Ashwin, Bommasani, Rishi, Blili-Hamelin, Borhane, Huang, Yangsibo, Skowron, Aviya, Yong, Zheng-Xin, Kotha, Suhas, Zeng, Yi, Shi, Weiyan, Yang, Xianjun, Southen, Reid, Robey, Alexander, Chao, Patrick, Yang, Diyi, Jia, Ruoxi, Kang, Daniel, Pentland, Sandy, Narayanan, Arvind, Liang, Percy, Henderson, Peter
Independent evaluation and red teaming are critical for identifying the risks posed by generative AI systems. However, the terms of service and enforcement strategies used by prominent AI companies to deter model misuse have disincentives on good fai
Externí odkaz:
http://arxiv.org/abs/2403.04893
Autor:
Kapoor, Sayash, Bommasani, Rishi, Klyman, Kevin, Longpre, Shayne, Ramaswami, Ashwin, Cihon, Peter, Hopkins, Aspen, Bankston, Kevin, Biderman, Stella, Bogen, Miranda, Chowdhury, Rumman, Engler, Alex, Henderson, Peter, Jernite, Yacine, Lazar, Seth, Maffulli, Stefano, Nelson, Alondra, Pineau, Joelle, Skowron, Aviya, Song, Dawn, Storchan, Victor, Zhang, Daniel, Ho, Daniel E., Liang, Percy, Narayanan, Arvind
Foundation models are powerful technologies: how they are released publicly directly shapes their societal impact. In this position paper, we focus on open foundation models, defined here as those with broadly available model weights (e.g. Llama 2, S
Externí odkaz:
http://arxiv.org/abs/2403.07918
Autor:
Guha, Ramanathan V., Radhakrishnan, Prashanth, Xu, Bo, Sun, Wei, Au, Carolyn, Tirumali, Ajai, Amjad, Muhammad J., Piekos, Samantha, Diaz, Natalie, Chen, Jennifer, Wu, Julia, Ramaswami, Prem, Manyika, James
Publicly available data from open sources (e.g., United States Census Bureau (Census), World Health Organization (WHO), Intergovernmental Panel on Climate Change (IPCC)) are vital resources for policy makers, students and researchers across different
Externí odkaz:
http://arxiv.org/abs/2309.13054
Autor:
Theodore Sakellaropoulos, Catherine Do, Guimei Jiang, Giulia Cova, Peter Meyn, Dacia Dimartino, Sitharam Ramaswami, Adriana Heguy, Aristotelis Tsirigos, Jane A. Skok
Publikováno v:
Nature Communications, Vol 15, Iss 1, Pp 1-15 (2024)
Abstract Aberrations in the capacity of DNA/chromatin modifiers and transcription factors to bind non-coding regions can lead to changes in gene regulation and impact disease phenotypes. However, identifying distal regulatory elements and connecting
Externí odkaz:
https://doaj.org/article/25fc948f3f434d049d7610ff9b16694c
Autor:
Ramaswami, Shankar, author
Publikováno v:
Studies in Religion and the Everyday, 2024.
Externí odkaz:
https://doi.org/10.1093/oso/9780198902782.003.0003
Publikováno v:
Romanian Journal of Stomatology, Vol 70, Iss 1, Pp 79-87 (2024)
Background. The patency of the pharyngeal airway has a far-reaching impact on craniofacial development. Conversely, the position of the maxillofacial skeletal components in certain disorders may lead to a compromised airway. Therefore, the evaluation
Externí odkaz:
https://doaj.org/article/8deec72464fb48759e77d446ad9f619e