Zobrazeno 1 - 10
of 30 055
pro vyhledávání: '"Sutherland, P."'
Autor:
Ryan, R. A., Tsai, P. E., Johansen, A. R., Youmans, A., Higginson, D. P., Mitrani, J. M., Adams, C. S., Sutherland, D. A., Levitt, B., Shumlak, U.
Previous measurements of neutron energy using fast plastic scintillators while operating the Fusion Z Pinch Experiment (FuZE) constrained the energy of any yield-producing deuteron beams to less than $4.65 keV$. FuZE has since been operated at increa
Externí odkaz:
http://arxiv.org/abs/2408.05171
Machine learning techniques are an active area of research for speech enhancement for hearing aids, with one particular focus on improving the intelligibility of a noisy speech signal. Recent work has shown that feature encodings from self-supervised
Externí odkaz:
http://arxiv.org/abs/2407.13333
We present a theoretical explanation of the ``grokking'' phenomenon, where a model generalizes long after overfitting,for the originally-studied problem of modular addition. First, we show that early in gradient descent, when the ``kernel regime'' ap
Externí odkaz:
http://arxiv.org/abs/2407.12332
The ProbCover method of Yehuda et al. is a well-motivated algorithm for active learning in low-budget regimes, which attempts to "cover" the data distribution with balls of a given radius at selected data points. We demonstrate, however, that the per
Externí odkaz:
http://arxiv.org/abs/2407.12212
Autor:
Ren, Yi, Sutherland, Danica J.
Learning dynamics, which describes how the learning of specific training examples influences the model's prediction of other examples, give us a powerful tool for understanding the behavior of deep learning systems. We study the learning dynamics of
Externí odkaz:
http://arxiv.org/abs/2407.10490
Autor:
Sutherland, R. Tyler
We discuss dressing trapped ions with the near field of a trap integrated wire. Ramping a dressing field on/off adiabatically before/after an operation changes its effective Hamiltonian. The amplitude and detuning of the dressing field act as tunable
Externí odkaz:
http://arxiv.org/abs/2407.09623
Autor:
Pidgeon, James P., Sutherland, George A., Proctor, Matthew S., Wang, Shuangqing, Chekulaev, Dimitri, Bhattacharya, Sayantan, Jayaprakash, Rahul, Hitchcock, Andrew, Venkatraman, Ravi Kumar, Johnson, Matthew P., Hunter, C. Neil, Clark, Jenny
The orange carotenoid protein (OCP) is the water-soluble mediator of non-photochemical quenching in cyanobacteria, a crucial photoprotective mechanism in response to excess illumination. OCP converts from a globular, inactive state (OCPo) to an exten
Externí odkaz:
http://arxiv.org/abs/2405.14579
In this study, we introduce Generative Manufacturing Systems (GMS) as a novel approach to effectively manage and coordinate autonomous manufacturing assets, thereby enhancing their responsiveness and flexibility to address a wide array of production
Externí odkaz:
http://arxiv.org/abs/2405.00958
With the widespread adoption of Large Language Models (LLMs), the prevalence of iterative interactions among these models is anticipated to increase. Notably, recent advancements in multi-round self-improving methods allow LLMs to generate new exampl
Externí odkaz:
http://arxiv.org/abs/2404.04286
Autor:
Li, Song-Lin, Grasha, Kathryn, Krumholz, Mark R., Wisnioski, Emily, Sutherland, Ralph S., Kewley, Lisa J., Chen, Yan-Mei, Li, Zefeng
Galaxies' stellar masses, gas-phase oxygen abundances (metallicity), and star formation rates (SFRs) obey a series of empirical correlations, most notably the mass-metallicity relation (MZR) and fundamental metallicity relation (FZR), which relates o
Externí odkaz:
http://arxiv.org/abs/2403.16069