Zobrazeno 1 - 10
of 58 752
pro vyhledávání: '"A, Amini"'
Autor:
Saadati, Yasaman, Amini, M. Hadi
Federated Learning (FL) is a decentralized learning approach that protects sensitive information by utilizing local model parameters rather than sharing clients' raw datasets. While this privacy-preserving method is widely employed across various app
Externí odkaz:
http://arxiv.org/abs/2411.12244
Transformers have revolutionized Computer Vision (CV) and Natural Language Processing (NLP) through self-attention mechanisms. However, due to their complexity, their latent token representations are often difficult to interpret. We introduce a novel
Externí odkaz:
http://arxiv.org/abs/2411.12589
Autor:
Olewicki, Doriane, Da Silva, Leuson, Mujahid, Suhaib, Amini, Arezou, Mah, Benjamin, Castelluccio, Marco, Habchi, Sarra, Khomh, Foutse, Adams, Bram
We conduct a large-scale empirical user study in a live setup to evaluate the acceptance of LLM-generated comments and their impact on the review process. This user study was performed in two organizations, Mozilla (which has its codebase available a
Externí odkaz:
http://arxiv.org/abs/2411.07091
Autor:
Mia, Md Jueal, Amini, M. Hadi
Federated Learning has emerged as a leading approach for decentralized machine learning, enabling multiple clients to collaboratively train a shared model without exchanging private data. While FL enhances data privacy, it remains vulnerable to infer
Externí odkaz:
http://arxiv.org/abs/2411.05260
Autor:
Asemian, Ghazal, Kulhandjian, Michel, Amini, Mohammadreza, Kantarci, Burak, D'Amours, Claude, Erol-Kantarci, Melike
The vulnerability of 5G networks to jamming attacks has emerged as a significant concern. This paper contributes in two primary aspects. Firstly, it investigates the effect of a multi-jammer on 5G cell metrics, specifically throughput and goodput. Th
Externí odkaz:
http://arxiv.org/abs/2411.05131
Publikováno v:
ICEMG 2023
Nowadays, Interior Permanent Magnet Synchronous Motors (IPMSMs) are taken into attention in the industry owing to their advantages. Moreover, in many cases, performing static tests is not enough, and investigating electric machines under dynamic cond
Externí odkaz:
http://arxiv.org/abs/2410.24172
Current Serverless abstractions (e.g., FaaS) poorly support non-functional requirements (e.g., QoS and constraints), are provider-dependent, and are incompatible with other cloud abstractions (e.g., databases). As a result, application developers hav
Externí odkaz:
http://arxiv.org/abs/2410.16569
A level graph is the data of a pair $(G,\pi)$ consisting of a finite graph $G$ and an ordered partition $\pi$ on the set of vertices of $G$. To each level graph on $n$ vertices we associate a polytope in $\mathbb R^n$ called its residue polytope. We
Externí odkaz:
http://arxiv.org/abs/2410.13554
We describe the limits of canonical series along families of curves degenerating to a nodal curve which is general for its topology, in the weak sense that the branches over nodes on each of its components are in general position. We define a fan str
Externí odkaz:
http://arxiv.org/abs/2410.13543
SMORE (Chen et al., 2023) recently proposed the concept of semantic regular expressions that extend the classical formalism with a primitive to query external oracles such as databases and large language models (LLMs). Such patterns can be used to id
Externí odkaz:
http://arxiv.org/abs/2410.13262