Zobrazeno 31 - 40
of 52 710
pro vyhledávání: '"Lyle A."'
Autor:
Baumli, Kate, Baveja, Satinder, Behbahani, Feryal, Chan, Harris, Comanici, Gheorghe, Flennerhag, Sebastian, Gazeau, Maxime, Holsheimer, Kristian, Horgan, Dan, Laskin, Michael, Lyle, Clare, Masoom, Hussain, McKinney, Kay, Mnih, Volodymyr, Neitz, Alexander, Nikulin, Dmitry, Pardo, Fabio, Parker-Holder, Jack, Quan, John, Rocktäschel, Tim, Sahni, Himanshu, Schaul, Tom, Schroecker, Yannick, Spencer, Stephen, Steigerwald, Richie, Wang, Luyu, Zhang, Lei
Building generalist agents that can accomplish many goals in rich open-ended environments is one of the research frontiers for reinforcement learning. A key limiting factor for building generalist agents with RL has been the need for a large number o
Externí odkaz:
http://arxiv.org/abs/2312.09187
Autor:
Lyle, Clare, Mehrjou, Arash, Notin, Pascal, Jesson, Andrew, Bauer, Stefan, Gal, Yarin, Schwab, Patrick
Publikováno v:
International Conference on Machine Learning, 2023
The discovery of therapeutics to treat genetically-driven pathologies relies on identifying genes involved in the underlying disease mechanisms. Existing approaches search over the billions of potential interventions to maximize the expected influenc
Externí odkaz:
http://arxiv.org/abs/2312.04064
Autor:
Engelmann, Justin, Burke, Jamie, Hamid, Charlene, Reid-Schachter, Megan, Pugh, Dan, Dhaun, Neeraj, Moukaddem, Diana, Gray, Lyle, Strang, Niall, McGraw, Paul, Storkey, Amos, Steptoe, Paul J., King, Stuart, MacGillivray, Tom, Bernabeu, Miguel O., MacCormick, Ian J. C.
Purpose: To develop Choroidalyzer, an open-source, end-to-end pipeline for segmenting the choroid region, vessels, and fovea, and deriving choroidal thickness, area, and vascular index. Methods: We used 5,600 OCT B-scans (233 subjects, 6 systemic dis
Externí odkaz:
http://arxiv.org/abs/2312.02956
Let $K$ and $L$ be two disjoint unions of strictly convex obstacles contained within a Riemannian manifold with boundary $S$ of dimension $m\geq 2$. The sets of travelling times $\mathcal{T}_K$ and $\mathcal{T}_L$ of $K$ and $L$, respectively, are co
Externí odkaz:
http://arxiv.org/abs/2311.07813
Random matrix theory allows for the deduction of stability criteria for complex systems using only a summary knowledge of the statistics of the interactions between components. As such, results like the well-known elliptical law are applicable in a m
Externí odkaz:
http://arxiv.org/abs/2311.02006
Chimera states are a phenomenon in which order and disorder can co-exist within a network that is fully homogeneous. Precisely how transient chimeras emerge in finite networks of Kuramoto oscillators with phase-lag remains unclear. Utilizing an opera
Externí odkaz:
http://arxiv.org/abs/2311.01382
We consider learning personalized assignments to one of many treatment arms from a randomized controlled trial. Standard methods that estimate heterogeneous treatment effects separately for each arm may perform poorly in this case due to excess varia
Externí odkaz:
http://arxiv.org/abs/2311.00577
Autor:
Lyle, Justin
Let $R$ be a commutative Noetherian local ring and $M$ a finitely generated $R$-module. We introduce a general form of the classically studied trace map that unifies several notions from the literature. We develop a theory around these objects and us
Externí odkaz:
http://arxiv.org/abs/2311.00220
This paper provides a method to get a noetherian equicharacteristic local UFD with an isolated singularity from a given noetherian complete equicharacteristic local ring, preserving certain properties. This is applied to invesitgate the (non)vanishin
Externí odkaz:
http://arxiv.org/abs/2310.16599
Mental health conversational agents (a.k.a. chatbots) are widely studied for their potential to offer accessible support to those experiencing mental health challenges. Previous surveys on the topic primarily consider papers published in either compu
Externí odkaz:
http://arxiv.org/abs/2310.17017