Relevant bibliographies by topics / SGD asynchrone

Contents

  1. Journal articles
  2. Dissertations / Theses
  3. Book chapters
  4. Conference papers

Academic literature on the topic 'SGD asynchrone'

Author: Grafiati
Published: 25 May 2024
Last updated: 31 July 2025

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Journal articles on the topic "SGD asynchrone"

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Mitra, Aritra. "Towards Robust Multi-Agent Reinforcement Learning." Proceedings of the AAAI Symposium Series 3, no. 1 (2024): 308. http://dx.doi.org/10.1609/aaaiss.v3i1.31222.

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Stochastic gradient descent (SGD) is at the heart of large-scale distributed machine learning paradigms such as federated learning (FL). In these applications, the task of training high-dimensional weight vectors is distributed among several workers that exchange information over networks of limited bandwidth. While parallelization at such an immense scale helps to reduce the computational burden, it creates several other challenges: delays, asynchrony, and most importantly, a significant communication bottleneck. The popularity and success of SGD can be attributed in no small part to the fact
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Lyngdoh, N., R. P. Gunaga, Geeta Joshi, R. Vasudeva, G. Ravikanth, and R. Uma Shaanker. "Influence of geographic distance and genetic dissimilarity among clones on flowering synchrony in a Teak (Tectona grandis Linn. f) clonal seed orchard." Silvae Genetica 61, no. 1-6 (2012): 10–18. http://dx.doi.org/10.1515/sg-2012-0002.

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Abstract Influence of genetic dissimilarity among teak (Tectona grandis Linn. f.) clones on flowering synchrony was studied in a Clonal Seed Orchard (CSO) of teak in Karnataka, Southern India. Flowering phenology was monitored for all the 24 teak clones of the CSO and flowering synchrony between clones was assessed adopting a novel ‘overlap index’. Genetic dissimilarity among these clones was assessed adopting DNA based ISSR (Inter Simple Sequence Repeats) analysis. Large variation in the time of ‘flower initiation’ and of ‘peak flowering initiation’ was observed among the clones belonging to
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Chen, Hao, Changmiao Tan, Huanhua Peng, Wentao Yang, and Lelin Li. "A Qualitative Study of Water Quality Using Landsat 8 and Station Water Quality-Monitoring Data to Support SDG 6.3.2 Evaluations: A Case Study of Deqing, China." Water 16, no. 10 (2024): 1319. http://dx.doi.org/10.3390/w16101319.

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Facing the challenge of the degradation of global water quality, it is urgent to realize the Sustainable Development Goal 6.3.2 (SDG 6.3.2), which focuses on improving global water quality. Currently, remote sensing technology is widely used for water quality monitoring. Existing water quality-monitoring studies have been conducted based on quantitative water quality inversion. It requires a high degree of the synchronization of the time and location of the collection of station monitoring data and remote sensing data (air–ground spatiotemporal synchronization), which can be resource intensive
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Alberio, A., S. Garibaldi, G. Mirizzi, et al. "P162 ARRHYTHMIC MITRAL VALVE PROLAPSE OCCURRING AS ABORTED SUDDEN CARDIAC DEATH." European Heart Journal Supplements 25, Supplement_D (2023): D103. http://dx.doi.org/10.1093/eurheartjsupp/suad111.242.

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Abstract Mitral valve prolapse (MVP) is the common valvular heart disease, with a prevalence about 1–3% in the population. MVP is characterized on echocardiography by an abnormal systolic displacement of mitral valve leaflets into left atrium (LA) ≥ 2 mm above the mitral annulus. We described a clinical case of a 15 years–old boy with a first clinical presentation of out–of–hospital cardiac arrest related to ventricular fibrillation (VF) with a successful resuscitation after 2 DC shocks. Retrospectively, an episode of loss of awareness reported as post–minational. No familiar history of sudden
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Sarbunan, Thobias. "DOCUMENTARY OF COVID-19 EDUCATION JOURNEY." Al'Adzkiya International of Education and Sosial (AIoES) Journal 2, no. 1 (2021): 30–47. http://dx.doi.org/10.55311/aioes.v2i1.102.

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To the present day, Covid19 has become the star of phenomena. Many of the gaps in education, colourful stories, have emerged as a consequence of the pandemic education; research and innovation as the eyes of the educational body; on the one side, modern countries have been successful in pandemic education, but sad stories come from developing countries, and underdevelopment countries have been terrified by pandemic education until I have written this article. Thousands of papers on science and innovation have had a significant effect on scientific results, but this is just a snapshot of a narr
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Sun, Jianhui, Ying Yang, Guangxu Xun, and Aidong Zhang. "Scheduling Hyperparameters to Improve Generalization: From Centralized SGD to Asynchronous SGD." ACM Transactions on Knowledge Discovery from Data, June 22, 2022. http://dx.doi.org/10.1145/3544782.

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This paper 1 studies how to schedule hyperparameters to improve generalization of both centralized single-machine stochastic gradient descent (SGD) and distributed asynchronous SGD (ASGD). SGD augmented with momentum variants (e.g., heavy ball momentum (SHB) and Nesterov’s accelerated gradient (NAG)) has been the default optimizer for many tasks, in both centralized and distributed environments. However, many advanced momentum variants, despite empirical advantage over classical SHB/NAG, introduce extra hyperparameters to tune. The error-prone tuning is the main barrier for AutoML. Centralized
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Cédrin-Durnerin, Isabelle, Isis Carton, Nathalie Massin, et al. "Pretreatment with luteal estradiol for programming antagonist cycles compared to no pretreatment in advanced age women stimulated with corifollitropin alfa: a non-inferiority randomized controlled trial." Human Reproduction, July 15, 2024. http://dx.doi.org/10.1093/humrep/deae167.

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Abstract STUDY QUESTION Does luteal estradiol (E2) pretreatment give a similar number of retrieved oocytes compared to no-pretreatment in advanced-aged women stimulated with corifollitropin alfa in an antagonist protocol? SUMMARY ANSWER Programming antagonist cycles with luteal E2 gave similar number of retrieved oocytes compared to no-pretreatment in women aged 38–42 years. WHAT IS KNOWN ALREADY Programming antagonist cycles with luteal E2 pretreatment is a valuable tool to organize the IVF procedure better and is safe without any known impact on cycle outcome. However, variable effects were
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Dissertations / Theses on the topic "SGD asynchrone"

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Candela, Rosa. "Robust and scalable probabilistic machine learning methods with applications to the airline industry." Electronic Thesis or Diss., Sorbonne université, 2021. http://www.theses.fr/2021SORUS078.

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Dans le secteur aérien, la prévision des prix joue un rôle important tant pour les clients que pour les agences de voyage. Dans cette thèse, nous présentons quelques approches pratiques pour aider les voyageurs à faire face à l'incertitude dans l'évolution du prix des billets et nous proposons un cadre basé sur des données pour surveiller les performances des modèles de prévision de séries chronologiques. La descente de gradient stochastique (SGD) représente la méthode d'optimisation plus utilisée dans le domaine de l'apprentissage automatique et cela est également vrai pour les systèmes distr
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Ouquelle, Hassan. "Conception et validation d'un modèle de simulation de la machine asynchrone monophasée /." Thèse, Montréal : École de technologie supérieure, 2005. http://proquest.umi.com/pqdweb?did=1459901331&sid=3&Fmt=2&clientId=46962&RQT=309&VName=PQD.

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Thèse (M.Ing) -- École de technologie supérieure, Montréal, 2005.<br>"Mémoire présenté à l'École de technologie supérieure comme exigence partielle à l'obtention de la maîtrise en génie électrique". CaQMUQET Bibliogr. : f. [97]. Également disponible en version électronique. CaQMUQET
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Book chapters on the topic "SGD asynchrone"

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Wurst, Christina, Tim Fütterer, and Annika Goeze. "Digitale Medien im Fachunterricht: Innovative Konzeption einer forschungsbasierten Onlinefortbildung zum lernwirksamen Ein-satz digitaler Medien in der pädagogischen Praxis." In Wegmarken für eine zeitgemäße Lehrkräftebildung - Konzeptionelle Ansätze im Fokus. Tagungsband des 16. Bundeskongresses der Zentren für Lehrer*innenbildung. WTM Verlag, 2024. http://dx.doi.org/10.37626/ga9783959872843.0.16.

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In diesem Beitrag wird ein Konzept für Lehrkräftefortbildungen zum forschungsbasiert lernwirksamen Einsatz digitaler Medien im Fachunterricht (moderne Fremdsprachen und Naturwissenschaften) vorgestellt. Das Konzept zielt darauf ab, auf zentrale Herausforderungen und Desiderate der Lehrkräftefortbildung konzeptionelle Antworten anzubieten. Die rein digitale Fortbildung wurde als mehrwöchige Reihe mit u.a. synchronen Online-Austausch-Runden in Professional Learning Communities und asynchronem Selbststudium entwickelt (insg. mind. 18 Std.). Bei der Entwicklung des Konzeptes wurde auf eine starke,
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Conference papers on the topic "SGD asynchrone"

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Chatterjee, Bapi, Vyacheslav Kungurtsev, and Dan Alistarh. "Federated SGD with Local Asynchrony." In 2024 IEEE 44th International Conference on Distributed Computing Systems (ICDCS). IEEE, 2024. http://dx.doi.org/10.1109/icdcs60910.2024.00084.

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Regatti, Jayanth, Gaurav Tendolkar, Yi Zhou, Abhishek Gupta, and Yingbin Liang. "Distributed SGD Generalizes Well Under Asynchrony." In 2019 57th Annual Allerton Conference on Communication, Control, and Computing (Allerton). IEEE, 2019. http://dx.doi.org/10.1109/allerton.2019.8919791.

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