Zobrazeno 1 - 10
of 310 019
pro vyhledávání: '"FOSTER, A."'
Autor:
Khan, Arham, Nief, Todd, Hudson, Nathaniel, Sakarvadia, Mansi, Grzenda, Daniel, Ajith, Aswathy, Pettyjohn, Jordan, Chard, Kyle, Foster, Ian
Understanding neural networks is crucial to creating reliable and trustworthy deep learning models. Most contemporary research in interpretability analyzes just one model at a time via causal intervention or activation analysis. Yet despite successes
Externí odkaz:
http://arxiv.org/abs/2410.12927
Applications are increasingly written as dynamic workflows underpinned by an execution framework that manages asynchronous computations across distributed hardware. However, execution frameworks typically offer one-size-fits-all solutions for data fl
Externí odkaz:
http://arxiv.org/abs/2410.12092
This paper explores the mechanical behaviour of the composite materials used in modern lithium-ion battery electrodes. These contain relatively high modulus active particle inclusions within a two-component matrix of liquid electrolyte which penetrat
Externí odkaz:
http://arxiv.org/abs/2410.11699
Autor:
McCallum, Sam, Foster, James
Neural ODEs are a recently developed model class that combine the strong model priors of differential equations with the high-capacity function approximation of neural networks. One advantage of Neural ODEs is the potential for memory-efficient train
Externí odkaz:
http://arxiv.org/abs/2410.11648
Autor:
Ferreira, Fabio S., Ashburner, John, Bouzigues, Arabella, Suksasilp, Chatrin, Russell, Lucy L., Foster, Phoebe H., Ferry-Bolder, Eve, van Swieten, John C., Jiskoot, Lize C., Seelaar, Harro, Sanchez-Valle, Raquel, Laforce, Robert, Graff, Caroline, Galimberti, Daniela, Vandenberghe, Rik, de Mendonca, Alexandre, Tiraboschi, Pietro, Santana, Isabel, Gerhard, Alexander, Levin, Johannes, Sorbi, Sandro, Otto, Markus, Pasquier, Florence, Ducharme, Simon, Butler, Chris R., Ber, Isabelle Le, Finger, Elizabeth, Tartaglia, Maria C., Masellis, Mario, Rowe, James B., Synofzik, Matthis, Moreno, Fermin, Borroni, Barbara, Kaski, Samuel, Rohrer, Jonathan D., Mourao-Miranda, Janaina
In this study, we propose a novel approach to uncover subgroup-specific and subgroup-common latent factors addressing the challenges posed by the heterogeneity of neurological and mental disorders, which hinder disease understanding, treatment develo
Externí odkaz:
http://arxiv.org/abs/2410.07890
Charge-conserving dynamics of non-interacting fermions monitored by local charge measurements have been shown to possess in 1D space only an area-law-entangled phase, with no measurement-induced phase transition (MIPT). This phenomenon was elegantly
Externí odkaz:
http://arxiv.org/abs/2410.07317
In this paper, we develop a unified framework for lower bound methods in statistical estimation and interactive decision making. Classical lower bound techniques -- such as Fano's inequality, Le Cam's method, and Assouad's lemma -- have been central
Externí odkaz:
http://arxiv.org/abs/2410.05117
Autor:
Sakarvadia, Mansi, Ajith, Aswathy, Khan, Arham, Hudson, Nathaniel, Geniesse, Caleb, Chard, Kyle, Yang, Yaoqing, Foster, Ian, Mahoney, Michael W.
Language models (LMs) can "memorize" information, i.e., encode training data in their weights in such a way that inference-time queries can lead to verbatim regurgitation of that data. This ability to extract training data can be problematic, for exa
Externí odkaz:
http://arxiv.org/abs/2410.02159
Autor:
Kidonakis, Nikolaos, Foster, Chris
We calculate higher-order soft-gluon corrections for the associated production of a top-antitop quark pair and a $Z$ boson ($t{\bar t}Z$ production) in proton-proton collisions. We find that these corrections are numerically dominant and large. We pr
Externí odkaz:
http://arxiv.org/abs/2410.01214
Autor:
Wu, Nian, Aapro, Markus, Jestilä, Joakim S., Drost, Robert, Garcıa, Miguel Martınez, Torres, Tomas, Xiang, Feifei, Cao, Nan, He, Zhijie, Bottari, Giovanni, Liljeroth, Peter, Foster, Adam S.
Scanning Probe Microscopy (SPM) techniques have shown great potential in fabricating nanoscale structures endowed with exotic quantum properties achieved through various manipulations of atoms and molecules. However, the selection of proper manipulat
Externí odkaz:
http://arxiv.org/abs/2409.20014