Zobrazeno 1 - 6
of 6
pro vyhledávání: '"Daws, Joseph"'
Autor:
Aali, Asad, Van Veen, Dave, Arefeen, Yamin Ishraq, Hom, Jason, Bluethgen, Christian, Reis, Eduardo Pontes, Gatidis, Sergios, Clifford, Namuun, Daws, Joseph, Tehrani, Arash S., Kim, Jangwon, Chaudhari, Akshay S.
Brief hospital course (BHC) summaries are clinical documents that summarize a patient's hospital stay. While large language models (LLMs) depict remarkable capabilities in automating real-world tasks, their capabilities for healthcare applications su
Externí odkaz:
http://arxiv.org/abs/2403.05720
Autor:
Daws, Joseph, Webster, Clayton
We show the existence of a deep neural network capable of approximating a wide class of high-dimensional approximations. The construction of the proposed neural network is based on a quasi-optimal polynomial approximation. We show that this network a
Externí odkaz:
http://arxiv.org/abs/1912.02302
We address the challenge of policy evaluation in real-world applications of reinforcement learning systems where the available historical data is limited due to ethical, practical, or security considerations. This constrained distribution of data sam
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::e31cf232e4478417d0aa1fad972d4e60
http://arxiv.org/abs/2106.03934
http://arxiv.org/abs/2106.03934
Autor:
Daws, Joseph, Webster, Clayton G.
In this effort we propose a novel approach for reconstructing multivariate functions from training data, by identifying both a suitable network architecture and an initialization using polynomial-based approximations. Training deep neural networks us
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::830b4c7fae0e95ad78a8f06914359c41
http://arxiv.org/abs/1905.10457
http://arxiv.org/abs/1905.10457
Autor:
Umpleby, H. C., Britton, D. C., Johnson, A. G., Simms, J. M., Hollands, M. J., Payne, John G., Daws, Joseph J., Keighley, M. R. B., Lennard, T. W. J., Farndon, J. R., Pollock, A. V., Jennard, T. W. J., Carter, S. A., Jamieson, C. W., Speakman, M., Reece-Smith, H.
Publikováno v:
British Journal of Surgery; Mar1983, Vol. 70 Issue 3, p187-190, 4p
