Results 121 to 130 of about 36,144 (280)

Linearly Converging Error Compensated SGD

, 2020
In this paper, we propose a unified analysis of variants of distributed SGD with arbitrary compressions and delayed updates. Our framework is general enough to cover different variants of quantized SGD, Error-Compensated SGD (EC-SGD) and SGD with delayed
Kovalev, Dmitry, Makarenko, Dmitry, Gorbunov, Eduard, Richtarik, Peter   +3 more
core  

Personalized DP-SGD using Sampling Mechanisms [PDF]

, 2023
Personalized privacy becomes critical in deep learning for Trustworthy AI. While Differentially Private Stochastic Gradient Descent (DP-SGD) is widely used in deep learning methods supporting privacy, it provides the same level of privacy to all ...
Heo, Geon, Whang, Steven Euijong, Seo, Junseok   +2 more
core  

Symbols of Climate Action: Audit Labor and the Production of Carbon Credits

Economic Anthropology, EarlyView.
ABSTRACT Voluntary carbon markets (VCMs) are promoted as tools for financing climate mitigation, yet their effectiveness and credibility remain contested. This article examines how carbon credits are produced and destabilized as symbols of climate action, emphasizing the forms of ecological and audit labor that sustain their legitimacy.
Diego Silva Garzón
wiley   +1 more source

Radikalisme di Internet

Religious: Jurnal Studi Agama-Agama dan Lintas Budaya, 2017
This article  to discuss the radical groups that exploit it through social media,  this matter take a very large role in providing information to the public,  especially young people will be radical ideology.
Imam Fauzi Ghifari
doaj   +1 more source

Ordered Momentum for Asynchronous SGD

Advances in Neural Information Processing Systems 37
Distributed learning is essential for training large-scale deep models. Asynchronous SGD (ASGD) and its variants are commonly used distributed learning methods, particularly in scenarios where the computing capabilities of workers in the cluster are heterogeneous.
Chang-Wei Shi, Yi-Rui Yang, Wu-Jun Li
openaire   +3 more sources

Using Visual Systems Mapping to Improve Transparency and Comparability of Life Cycle Assessment Baseline Scenarios

Systems Engineering, EarlyView.
ABSTRACT Visual systems mapping is a systems engineering approach used to represent complex processes and interactions. This study evaluates its application for documenting assumptions in life cycle assessment (LCA) baseline scenarios. In LCA, the baseline or reference case represents the business as usual system against which changes in impacts (e.g.,
Maggie R. Davis, Steven Conrad
wiley   +1 more source

Heavy-Tail Phenomenon in Decentralized SGD

, 2022
Recent theoretical studies have shown that heavy-tails can emerge in stochastic optimization due to `multiplicative noise', even under surprisingly simple settings, such as linear regression with Gaussian data.
Yuan, Kun, Hu, Yuanhan, Simsekli, Umut, Zhu, Lingjiong, Gurbuzbalaban, Mert   +4 more
core   +1 more source

starU‐Net: An enhanced U‐Net architecture with star operation and multi‐view fusion for improved vessel segmentation

VIEW, EarlyView.
Low‐contrast capillaries are often missed or fragmented by segmentation models, so we developed a shallow four‐level starU‐Net that combines star operation‐based feature extraction with dynamic snake convolution‐based multi‐view fusion for improved thin vessel continuity.
Mengwei Bai, Li Tong, Jing Lin, Peng Huang   +3 more
wiley   +1 more source

Identification of Yeast Protein Sequences With Similarity to the ESCRT‐III Protein Snf7

Yeast, EarlyView.
ABSTRACT Endosomal sorting complex required for transport (ESCRT‐III) is a membrane remodeling complex involved in a large number of cellular processes. It appears to perform an essential function in eukaryotes, since to date no eukaryotic organism completely devoid of ESCRT‐III has been found.
Thomas Brune, Ralf Kölling
wiley   +1 more source

DECACOPTER BAŞKALAŞIM ETKİSİ ALTINDA BOYLAMASINA UÇUŞUNUN SPSA, SGD VE YSA İLE OPTİMİZASYONUN KARŞILAŞTIRILMASI

Gazi Üniversitesi Fen Bilimleri Dergisi
İnsansız hava raçları (İHA) üzerine kontrol çalışmaları son yıllarda popülerlik kazanan bir konudur. İHA performansının maksimize edilmesi kontrol alanın temel noktasıdır. İHA grubunda yer alan döner kanatlı İHA’lar rotor sayısına göre isimlendirilir. Bu
Oguz Kose , Firat Şal, Tuğrul Oktay
doaj   +1 more source