Zobrazeno 1 - 10
of 13 475
pro vyhledávání: '"McInerney, A"'
Autor:
Arroyo, Alberto Mario Ceballos, Munnangi, Monica, Sun, Jiuding, Zhang, Karen Y. C., McInerney, Denis Jered, Wallace, Byron C., Amir, Silvio
Instruction-tuned Large Language Models (LLMs) can perform a wide range of tasks given natural language instructions to do so, but they are sensitive to how such instructions are phrased. This issue is especially concerning in healthcare, as clinicia
Externí odkaz:
http://arxiv.org/abs/2407.09429
Autor:
McInerney, James, Kallus, Nathan
The Laplace approximation (LA) of the Bayesian posterior is a Gaussian distribution centered at the maximum a posteriori estimate. Its appeal in Bayesian deep learning stems from the ability to quantify uncertainty post-hoc (i.e., after standard netw
Externí odkaz:
http://arxiv.org/abs/2403.10671
Autor:
Ayoub, Alex, Wang, Kaiwen, Liu, Vincent, Robertson, Samuel, McInerney, James, Liang, Dawen, Kallus, Nathan, Szepesvári, Csaba
We propose training fitted Q-iteration with log-loss (FQI-log) for batch reinforcement learning (RL). We show that the number of samples needed to learn a near-optimal policy with FQI-log scales with the accumulated cost of the optimal policy, which
Externí odkaz:
http://arxiv.org/abs/2403.05385
Autor:
McInerney, Denis Jered, Dickinson, William, Flynn, Lucy C., Young, Andrea C., Young, Geoffrey S., van de Meent, Jan-Willem, Wallace, Byron C.
Many diagnostic errors occur because clinicians cannot easily access relevant information in patient Electronic Health Records (EHRs). In this work we propose a method to use LLMs to identify pieces of evidence in patient EHR data that indicate incre
Externí odkaz:
http://arxiv.org/abs/2402.10109
Origami metamaterial design enables drastic qualitative changes in the response properties of a thin sheet via the addition of a repeating pattern of folds based around a rigid folding motion. Known also as a mechanism, this folding motion will have
Externí odkaz:
http://arxiv.org/abs/2312.12432
Autor:
Zhang, Gongbo, Jin, Qiao, McInerney, Denis Jered, Chen, Yong, Wang, Fei, Cole, Curtis L., Yang, Qian, Wang, Yanshan, Malin, Bradley A., Peleg, Mor, Wallace, Byron C., Lu, Zhiyong, Weng, Chunhua, Peng, Yifan
Evidence-based medicine promises to improve the quality of healthcare by empowering medical decisions and practices with the best available evidence. The rapid growth of medical evidence, which can be obtained from various sources, poses a challenge
Externí odkaz:
http://arxiv.org/abs/2311.11211
Autor:
McInerney, Andrew, Burke, Kevin
Feedforward neural networks (FNNs) are typically viewed as pure prediction algorithms, and their strong predictive performance has led to their use in many machine-learning applications. However, their flexibility comes with an interpretability trade
Externí odkaz:
http://arxiv.org/abs/2311.08139
Autor:
McInerney, Corey, Sutton, Phil
Publikováno v:
Phys. Educ. 59 (2024)
Einstein's theory of relativity is largely thought of as one of the most important discoveries of the 20$^{th}$ century and continues to pass observational tests over 100 years later. Yet, it is Newtonian gravity, a 350 year old formalism proven to b
Externí odkaz:
http://arxiv.org/abs/2310.04362
Autor:
Ahsan, Hiba, McInerney, Denis Jered, Kim, Jisoo, Potter, Christopher, Young, Geoffrey, Amir, Silvio, Wallace, Byron C.
Unstructured data in Electronic Health Records (EHRs) often contains critical information -- complementary to imaging -- that could inform radiologists' diagnoses. But the large volume of notes often associated with patients together with time constr
Externí odkaz:
http://arxiv.org/abs/2309.04550
Publikováno v:
BMC Digital Health, Vol 2, Iss 1, Pp 1-13 (2024)
Abstract Background Digital phenotyping, the in-situ collection of passive (phone sensor) and active (daily surveys) data using a digital device, may provide new insights into the complex relationship between daily behaviour and mood for people with
Externí odkaz:
https://doaj.org/article/7edf7f45a4de46e6b101875f2dc0a309