Zobrazeno 1 - 10
of 18 859
pro vyhledávání: '"Gower, A"'
Turbines are crucial to our energy infrastructure, and ensuring their bearings function with minimal friction while often supporting heavy loads is vital. Vibrations within a bearing can signal the presence of defects, friction, or misalignment. Howe
Externí odkaz:
http://arxiv.org/abs/2412.14928
Concept Drift has been extensively studied within the context of Stream Learning. However, it is often assumed that the deployed model's predictions play no role in the concept drift the system experiences. Closer inspection reveals that this is not
Externí odkaz:
http://arxiv.org/abs/2412.10545
Autor:
Cai, Diana, Modi, Chirag, Margossian, Charles C., Gower, Robert M., Blei, David M., Saul, Lawrence K.
We develop EigenVI, an eigenvalue-based approach for black-box variational inference (BBVI). EigenVI constructs its variational approximations from orthogonal function expansions. For distributions over $\mathbb{R}^D$, the lowest order term in these
Externí odkaz:
http://arxiv.org/abs/2410.24054
Slow relaxation and glassiness have been the focus of extensive research attention, along with popular and technological interest, for many decades. While much understanding has been attained through mean-field and mode-coupling models, energy landsc
Externí odkaz:
http://arxiv.org/abs/2410.14552
Recent advances in implicit neural representation (INR)-based video coding have demonstrated its potential to compete with both conventional and other learning-based approaches. With INR methods, a neural network is trained to overfit a video sequenc
Externí odkaz:
http://arxiv.org/abs/2409.07414
Autor:
Tiukova, Ievgeniia A., Brunnsåker, Daniel, Bjurström, Erik Y., Gower, Alexander H., Kronström, Filip, Reder, Gabriel K., Reiserer, Ronald S., Korovin, Konstantin, Soldatova, Larisa B., Wikswo, John P., King, Ross D.
The cutting edge of applying AI to science is the closed-loop automation of scientific research: robot scientists. We have previously developed two robot scientists: `Adam' (for yeast functional biology), and `Eve' (for early-stage drug design)). We
Externí odkaz:
http://arxiv.org/abs/2408.10689
Particulate materials include powders, emulsions, composites, and many others. This is why measuring these has become important for both industry and scientific applications. For industrial applications, the greatest need is to measure dense particul
Externí odkaz:
http://arxiv.org/abs/2407.07032
Autor:
Gower, Alexander H., Korovin, Konstantin, Brunnsåker, Daniel, Kronström, Filip, Reder, Gabriel K., Tiukova, Ievgeniia A., Reiserer, Ronald S., Wikswo, John P., King, Ross D.
The process of developing theories and models and testing them with experiments is fundamental to the scientific method. Automating the entire scientific method then requires not only automation of the induction of theories from data, but also experi
Externí odkaz:
http://arxiv.org/abs/2406.17835
Autor:
Reiter, Paul L, Gower, Amy L, Kiss, Dale E, Malone, Molly A, Katz, Mira L, Bauermeister, Jose A, Shoben, Abigail B, Paskett, Electra D, McRee, Annie-Laurie
Publikováno v:
JMIR Research Protocols, Vol 9, Iss 2, p e16294 (2020)
BackgroundGay, bisexual, and other men who have sex with men experience several disparities related to human papillomavirus (HPV) infection, including high incidence rates of anal cancer. Although the HPV vaccine is currently recommended for young ad
Externí odkaz:
https://doaj.org/article/cbf64e3bb24c4160966dbb724519d3ad
Autor:
Li, Yunxiang, Yuan, Rui, Fan, Chen, Schmidt, Mark, Horváth, Samuel, Gower, Robert M., Takáč, Martin
Policy gradient is a widely utilized and foundational algorithm in the field of reinforcement learning (RL). Renowned for its convergence guarantees and stability compared to other RL algorithms, its practical application is often hindered by sensiti
Externí odkaz:
http://arxiv.org/abs/2404.07525