'On Inference for the Support Vector Machine', by Jakub Rybak, Heather Battey, Wen-Xin Zhou.

http://jmlr.org/papers/v26/23-1581.html

#svm #vector #feature

Фундаментальные вопросы по ML/DL, часть 1: Вопрос → Краткий ответ → Разбор → Пример кода. Линейки. Байес. Регуляризация

У каждого наступает момент, когда нужно быстро освежить в памяти огромный пласт информации по всему ML. Причины разные - подготовка к собеседованию, начало преподавания или просто найти вдохновение. Времени мало, объема много, цели амбициозные - нужно научиться легко и быстро объяснять , но так же не лишая полноты! Обращу внимание, самый действенный способ разобраться и запомнить - это своими руками поисследовать задачу ! Это самое важное, оно происходит в секции с кодом. Будет здорово получить ваши задачи и в следующих выпусках разобрать! Взглянуть на старое под новым углом

https://habr.com/ru/articles/918438/

#machine_learning #data_science #python #scikitlearn #mlинтервью #svm #naive_bayes #регуляризация #линейная_регрессия #алгоритмы

Sovereign Metals ( #SVM ) has released " March 2025 Quarterly Report " on Wed 30 Apr at 08:47 AEST #Inflation #tax #ESG #government #China
https://grafa.com/asset/sovereign-metals-ltd-10166-svm.asx?utm_source=asxmktsensitive&utm_medium=mastodon&utm_campaign=svm.asx

Alle Bundesliga-Transfers 2025/26

Wer kommt? Wer geht? Wer verlängert? Hier aktualisieren wir laufend die Transfers und Vertragsverlängerungen der Teams in der Bundesliga der Frauen.Stand: 18. Juni 2025, 14:57 Uhr

FC Bayern München

Trainerwechsel: Alexander Straus wechselt zum Angel City FC, Nachfolger ist José Barcala (vorher Servette, SUI).

ZugängeAnna Klink(30, TW, von FC Basel, SUI)Vanessa Gilles(29, IV, Angel […]

#BundesligaFrauen #DieLiga #FCB #FCC #FCN #FCU #FußballDerFrauen #HSV #KOE #LEV #PDM #RaBa #SCF #SGE #SGS #SpielerInnen #SVM #SVW #Transfers #TSG #TurbinePotsdam #WOB

https://bolztribuene.de/2025/04/29/alle-bundesliga-transfers-2025-26/

Neu im Blog:
"Später Punkt beim 2:2 gegen SV Meppen II"

Die #FCSP1Frn holen nach einem 0:2-Halbzeitrückstand gegen die U20 des SV Meppen noch ein spätes 2:2. Ihr Spielbericht, Zitate und die Aussicht auf den Saisonendspurt.

https://millernton.de/2025/04/14/1-frauen-spaeter-punkt-beim-22-gegen-sv-meppen-ii/
#FCSP #SVM

Avalanche Debris Detection From Sentinel-2 Data Using Fuzzy Machine Learning And Colour Spaces For The Indian Himalaya
--
https://doi.org/10.1080/2150704X.2025.2488532 <-- shared paper
--
#GIS #spatial #mapping #snowavalanches #snow #avalanches #machinelearning #fuzzyclassification #SVM #AI #randomforest #model #modeling #forecasting #risk #hazard #massmovement #engineeringgeology #remotesensing #earthobservation #imagery #spatialanalysis #spatiotemporal #change #debris #detection #satellite #sentinel #Himalaya #Himalayas #performance

Im Bündnis Sozialverträgliche #Mobilitätswende #SVM sind Arbeiterwohlfahrt (AWO), Bund für Umwelt und Naturschutz (BUND), Deutscher Gewerkschaftsbund (DGB) , die Evangelische Kirche Deutschlands, Industriegewekschaft (IG) Metall, Naturschutzbund (NABU), Sozialverband Deutschlad (SOVD), @VCDeV, @VdK_Deutschland und @wirsindverdi mit Millionen von Mitgliedern vereint.

Sovereign Metals ( #SVM ) has released " Sovereign Completes A$40 Million Placement " on Wed 26 Mar at 09:25 AEST #UnitedStates #Australia #Metals #ltd #ASX
https://grafa.com/asset/sovereign-metals-ltd-10166-svm.asx?utm_source=asxmktsensitive&utm_medium=mastodon&utm_campaign=svm.asx

Yet unlike other model types like Naive Bayes etc it still performs surprisingly well both on certain smaller datasets and also in certain applications. Don't discard SVM from benchmarking, it might surprise you on your dataset.

#machinelearning #svm

My MSc supervisor wrote not one but TWO books on Kernels and SVMs. Schoelkopf and Smola wrote another massive book on SVMs and kernels.

#svm #machinelearning

This series of videos on machine learning algorithms (Lab a through Lab d, so far) by Courage Kamusoko are the best explanations I've seen yet. How the models actually work, their strengths and weaknesses, what you are actually solving for when you tune the hyperparameters, and examples in Python. https://www.youtube.com/@couragekamusoko5689/videos
#SVM #KNN #DecisionTree #RandomForest

An Idiot’s guide to Support vector machines (SVMs)”

#svm

My MSc supervisor wrote not one but TWO books on Kernels and SVMs. Schoelkopf and Smola wrote another massive book on SVMs and kernels.

#svm #machinelearning

Don't fall for tech hype cycles—use the right tool for the job. 🚀 #MachineLearning #DataScience #SVM #ML

https://www.data-cowboys.com/blog/which-machine-learning-classifiers-are-best-for-small-datasets

Sovereign Metals ( #SVM ) has released " Outstanding Graphite Purification Results " on Mon 10 Mar at 08:23 AEST #government #Mining #Gold #ASIC #Metals
https://grafa.com/asset/sovereign-metals-ltd-10166-svm.asx?utm_source=asxmktsensitive&utm_medium=mastodon&utm_campaign=svm.asx

such as Laplace kernel can approximate any function “Conformal Predictive Distributions with Kernels”

https://lnkd.in/eCqbGNvV

#transformers #kernels #svm

ANN vs. SVM: When to Choose Artificial Neural Networks Over Support Vector Machines
ANNs are great for complex relationships but can be slow. SVMs are faster in high dimensions and less prone to errors with complex data. Which is better depends on your task and data. #ANN #SVM #MachineLearning #ArtificialIntelligence #DeepLearning #Comparison
https://tech-champion.com/artificial-intelligence/ann-vs-svm-when-to-choose-artificial-neural-networks-over-support-vector-machines/
Comparing ANN and...

ANN vs. SVM: When to Choose Artificial Neural Networks Over Support Vector Machines
ANNs are great for complex relationships but can be slow. SVMs are faster in high dimensions and less prone to errors with complex data. Which is better depends on your task and data. #ANN #SVM #MachineLearning #ArtificialIntelligence #DeepLearning #Comparison
https://tech-champion.com/artificial-intelligence/ann-vs-svm-when-to-choose-artificial-neural-networks-over-support-vector-machines/
Comparing ANN and...