8 papers · ranked by Valyu relevance
Marco Bornstein, Tahseen Rabbani, Evan Wang, Amrit Singh Bedi + 1 more
'Furong Huang'] The decentralized Federated Learning (FL) setting avoids the role of a potentially unreliable or untrustworthy central host by utilizing groups of clients to collaboratively train a model via localized training and model/gradient sharing. Most existing decentralized FL algorithms require synchronization…
Andrew Ensinger, Gabriel Kulp, Victor Agostinelli, Dennis Lyakhov + 1 more
Applications Authors: ['Andrew Ensinger' 'Gabriel Kulp' 'Victor Agostinelli' 'Dennis Lyakhov' 'Lizhong Chen'] In scientific fields such as quantum computing, physics, chemistry, and machine learning, high dimensional data are typically represented using sparse tensors. Tensor contraction is a popular operation on…
Amirmahmoud Houshmand Chatroudi, Yuko Yotsumoto
When a temporal interval is marked by flickering stimuli, its subjective duration is overestimated. The cortical origin of this temporal illusion, termed flicker-induced time dilation (FITD), is not yet well understood. In this pre-registered study, we aimed to explore whether the higher-level regions of ventral visual…
Juan Pablo García Amboage, Eric Wulff, Maria Girone, Tomás F. Pena
> Abstract. Hyperparameter Optimization (HPO) of Deep Learning (DL)-based models tends to be a compute resource intensive process as it usually requires to train the target model with many different hyperparameter configurations. We show that integrating model performance prediction with early stopping methods holds…
Ke Guo, Abderrahim Boualam, James D Manton, Christopher J Rowlands
We present a new interferometer concept called SWIFT, able to project arbitrary interference patterns constructed from small numbers of plane waves. SWIFT can control each plane wave’s orientation, intensity, polarization and phase using just a single galvanometric mirror. We demonstrate the application of SWIFT to…
N. Sandoz, E. de Margerie
Common swifts (Apus apus) nest in cavities and cracks in building facades and roofs. It is a declining species in Europe, partly due to the loss of suitable breeding habitat caused by urban building renovation (e.g. thermal insulation). In several countries, renovation projects must quantify the amount of habitat…
Itai Bloch, David Troupin, Sivan Toledo, Ran Nathan + 1 more
Optimal foraging theory posits that foragers adjust their movements based on prey abundance to optimize food intake. While extensively studied in terrestrial and marine environments, aerial foraging has remained relatively unexplored due to technological limitations. This study, uniquely combining BirdScan-MR1 radar…
Kristiina Rahkema, Dietmar Pfahl, Rudolf Ramler, Daniel Graziotin
Adding dependencies to third-party libraries through package managers is a common practice in software development. The evolution of library dependency networks has been analyzed for many package managers. There are, however, no studies on how the library dependency networks of multiple package managers behave in the…