Zobrazeno 1 - 10
of 7 442
pro vyhledávání: '"Ramaswami, A."'
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
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
Publikováno v:
Discover Oncology, Vol 15, Iss 1, Pp 1-10 (2024)
Abstract Introduction The predictive utility of laboratory markers in patients with non-small cell lung cancer (NSCLC) harboring EGFR mutations treated with tyrosine kinase inhibitors (TKIs) is an ongoing area of research. The predictability of the p
Externí odkaz:
https://doaj.org/article/a3d458b691654965bc60fe0d3dad6763
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
Publikováno v:
Zaštita Materijala, Vol 65, Iss 3, Pp 389-398 (2024)
A Biogenic, green synthesis method is described for the novel copper nanoparticles from the leaf extract of Solanum Virginianum and Coccinia Grandis. Fourier-Transform Infrared spectroscopy and Thermal gravimetric analysis were used to examine the re
Externí odkaz:
https://doaj.org/article/9e8116a99a55490cb240f8a11382d621
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
In 2013, Cuturi [Cut13] introduced the Sinkhorn algorithm for matrix scaling as a method to compute solutions to regularized optimal transport problems. In this paper, aiming at a better convergence rate for a high accuracy solution, we work on under
Externí odkaz:
http://arxiv.org/abs/2207.00736