Zobrazeno 1 - 10
of 14 503
pro vyhledávání: '"P. Ilan"'
Autor:
Doron-Arad, Ilan
We study neural network training (NNT): optimizing a neural network's parameters to minimize the training loss over a given dataset. NNT has been studied extensively under theoretic lenses, mainly on two-layer networks with linear or ReLU activation
Externí odkaz:
http://arxiv.org/abs/2412.13057
Publikováno v:
2024 IEEE Latin-American Conference on Communications (LATINCOM)
This work investigates the use of machine learning applied to the beam tracking problem in 5G networks and beyond. The goal is to decrease the overhead associated to MIMO millimeter wave beamforming. In comparison to beam selection (also called initi
Externí odkaz:
http://arxiv.org/abs/2412.05427
Domain shift in the field of histopathological imaging is a common phenomenon due to the intra- and inter-hospital variability of staining and digitization protocols. The implementation of robust models, capable of creating generalized domains, repre
Externí odkaz:
http://arxiv.org/abs/2412.04260
The $\ell$-matroid intersection ($\ell$-MI) problem asks if $\ell$ given matroids share a common basis. Already for $\ell = 3$, notable canonical NP-complete special cases are $3$-Dimensional Matching and Hamiltonian Path on directed graphs. However,
Externí odkaz:
http://arxiv.org/abs/2412.02217
Autor:
Roy, Anand, Eyal, Anna, Skiff, Roni Majlin, Barick, Barun, Escribano, Samuel D., Brontvein, Olga, Rechav, Katya, Bitton, Ora, Ilan, Roni, Joselevich, Ernesto
Nanowires (NWs) of topological materials are emerging as an exciting platform to probe and engineer new quantum phenomena that are hard to access in bulk phase. Their quasi-one-dimensional geometry and large surface-to-bulk ratio unlock new expressio
Externí odkaz:
http://arxiv.org/abs/2411.15974
Autor:
Kwatra, Amritansh, Wienberg, Tobias, Mandel, Ilan, Batra, Ritik, He, Peter, Guimbretiere, Francois, Roumen, Thijs
As tools for designing and manufacturing hardware become more accessible, smaller producers can develop and distribute novel hardware. However, there aren't established tools to support end-user hardware troubleshooting or routine maintenance. As a r
Externí odkaz:
http://arxiv.org/abs/2411.02332
Data deduplication, one of the key features of modern Big Data storage devices, is the process of removing replicas of data chunks stored by different users. Despite the importance of deduplication, several drawbacks of the method, such as storage ro
Externí odkaz:
http://arxiv.org/abs/2411.01407
Many real-world sequential repair problems can be effectively modeled using monotonic Markov Decision Processes (MDPs), where the system state stochastically decreases and can only be increased by performing a restorative action. This work addresses
Externí odkaz:
http://arxiv.org/abs/2410.21249
Autor:
Carmel, Shabalin, Israel, Shenkman, Ilan, Shelef, Gal, Ben-Arie, Geftler, Alex, Yuval, Shahar
Low back pain is the symptom that is the second most frequently reported to primary care physicians, effecting 50 to 80 percent of the population in a lifetime, resulting in multiple referrals of patients suffering from back problems, to CT and MRI s
Externí odkaz:
http://arxiv.org/abs/2410.20568
Lately, there has been a surge in interest surrounding generative modeling of time series data. Most existing approaches are designed either to process short sequences or to handle long-range sequences. This dichotomy can be attributed to gradient is
Externí odkaz:
http://arxiv.org/abs/2410.19538