Zobrazeno 1 - 10
of 5 456
pro vyhledávání: '"Siems, A."'
This paper introduces Mamba4Cast, a zero-shot foundation model for time series forecasting. Based on the Mamba architecture and inspired by Prior-data Fitted Networks (PFNs), Mamba4Cast generalizes robustly across diverse time series tasks without th
Externí odkaz:
http://arxiv.org/abs/2410.09385
Autor:
Mueller, Andreas, Siems, Julien, Nori, Harsha, Salinas, David, Zela, Arber, Caruana, Rich, Hutter, Frank
Generalized Additive Models (GAMs) are widely recognized for their ability to create fully interpretable machine learning models for tabular data. Traditionally, training GAMs involves iterative learning algorithms, such as splines, boosted trees, or
Externí odkaz:
http://arxiv.org/abs/2410.04560
We propose a scalable framework for deciding, proving, and explaining (in)equivalence of context-free grammars. We present an implementation of the framework and evaluate it on large data sets collected within educational support systems. Even though
Externí odkaz:
http://arxiv.org/abs/2407.18220
State of the art foundation models such as GPT-4 perform surprisingly well at in-context learning (ICL), a variant of meta-learning concerning the learned ability to solve tasks during a neural network forward pass, exploiting contextual information
Externí odkaz:
http://arxiv.org/abs/2402.03170
Autor:
Lara Shania Richards, Steven Thomas Siems, Yi Huang, Wenhui Zhao, Daniel Patrick Harrison, Michael John Manton, Michael John Reeder
Publikováno v:
Scientific Reports, Vol 14, Iss 1, Pp 1-17 (2024)
Abstract The frequencies of marine heatwaves and thermal coral bleaching events (CBEs) over the Great Barrier Reef (GBR) continue to increase with five mass CBEs reported since 2016. While changes in the local meteorology, such as reduced wind speeds
Externí odkaz:
https://doaj.org/article/25b0166972164d5bb3ac55965c97790e
Autor:
Ruth Schneider, Ann‐Kathrin Kogel, Theodoros Ladopoulos, Nadine Siems, Britta Krieger, Barbara Bellenberg, Ralf Gold, Ilya Ayzenberg, Carsten Lukas
Publikováno v:
Annals of Clinical and Translational Neurology, Vol 11, Iss 8, Pp 2166-2175 (2024)
Abstract Objectives Global brain volume changes in patients with myelin oligodendrocyte glycoprotein antibody‐associated disease compared with healthy controls (HC) could be revealed by magnetic resonance imaging, but specific atrophy patterns of c
Externí odkaz:
https://doaj.org/article/69a51cc3093c41f980f1057e8f7b9764
Autor:
Remesh, Vikas, Krämer, Ria G., Schwarz, René, Kappe, Florian, Karli, Yusuf, Siems, Malte Per, Bracht, Thomas K., da Silva, Saimon Filipe Covre, Rastelli, Armando, Reiter, Doris E., Richter, Daniel, Nolte, Stefan, Weihs, Gregor
Publikováno v:
APL Photonics, 2023
A scalable source of single photons is a key constituent of an efficient quantum photonic architecture. To realize this, it is beneficial to have an ensemble of quantum emitters that can be collectively excited with high efficiency. Semiconductor qua
Externí odkaz:
http://arxiv.org/abs/2306.11635
Autor:
Siems, Julien, Ditschuneit, Konstantin, Ripken, Winfried, Lindborg, Alma, Schambach, Maximilian, Otterbach, Johannes S., Genzel, Martin
Generalized Additive Models (GAMs) have recently experienced a resurgence in popularity due to their interpretability, which arises from expressing the target value as a sum of non-linear transformations of the features. Despite the current enthusias
Externí odkaz:
http://arxiv.org/abs/2305.11475
The COVID-19 pandemic has highlighted the importance of supply chains and the role of digital management to react to dynamic changes in the environment. In this work, we focus on developing dynamic inventory ordering policies for a multi-echelon, i.e
Externí odkaz:
http://arxiv.org/abs/2303.10382
Autor:
D. J. V. Robbins, C. A. Poulsen, S. T. Siems, S. R. Proud, A. T. Prata, R. G. Grainger, A. C. Povey
Publikováno v:
Atmospheric Measurement Techniques, Vol 17, Pp 3279-3302 (2024)
Extreme biomass burning (BB) events, such as those seen during the 2019–2020 Australian bushfire season, are becoming more frequent and intense with climate change. Ground-based observations of these events can provide useful information on the mac
Externí odkaz:
https://doaj.org/article/1b27e5d3632647cb9d40b9e6623d31e4