Ah, yes, the classic tale of "let's overcomplicate something simple" strikes again! 🎢 Who knew that mimicking supervised learning would be so revolutionary it needed an 8-minute dissertation? 🤔 It's almost like using the same techniques might yield similar results! 🌟
https://eugeneyan.com/writing/counterfactual-evaluation/ #overcomplication #supervisedlearning #simplicity #innovation #dissertation #HackerNews #ngated

this is an inference/ml problem that i believe is not well enough understood: you want to distinguish two classes. you care more about specificity for the positive class, than you do about sensitivity. (ideally you want both, obviously). under what (preferably general) conditions can you say that a binary classifier is better to use compared to a one-class classifier? #machineLearning #supervisedLearning #statistics #math #inference #statisticalInference #classification #binaryclassification

🧠 New preprint by Codol et al. (2025): Brain-like #NeuralDynamics for #behavioral control develop through #ReinforcementLearning. They show that only #RL, not #SupervisedLearning, yields neural activity geometries & dynamics matching monkey #MotorCortex recordings. RL-trained #RNNs operate at the edge of #chaos, reproduce adaptive reorganization under #visuomotor rotation, and require realistic limb #biomechanics to achieve brain-like control.

🌍 https://doi.org/10.1101/2024.10.04.616712

#CompNeuro #Neuroscience

#ai #chatgpt #claude #gemini #grok #deepseek #alexa #copilot #vibecoding #LLMs #behaviortrees #cnns #transfomers #dnns #supervisedlearning #unsupervisedlearning #reinforcedlearning #aiart #ArtificialInteligence #nlp 🖕🐾

How to Train Machine Learning model withou ML Library with simple Python code a internal work ? then follow below link - it has video also

https://amitdhanani.in/2025/02/15/how-to-train-machine-learning-model-withou-ml-library-with-simple-python-code-a-internal-work/

#machinelearning #python #linearregression #ml #mlwithoutlibrary #pythonml #supervisedLearning

https://www.linkedin.com/posts/jamesgerman_how-ai-cognitive-decline-saved-the-world-activity-7275933127045214208-W6wp - THOUGHT EXPERIMENT OF THE WEEK @TelAvivUni @HebrewU #SupervisedLearning #CriticalThinking

Someone just shared this awesome comic with me. Does anyone know the original source? (I can't read the small signature.) 3 Complaining #machinelearning robots 🤖 : #SupervisedLearning - they gave me so much to read, and test! #unsupervised - Me too. But at least they told you the answers. #reinforcementlearning - At least you don't get punished for every wrong action. 😆

What is Machine Learning (ML)? Definition, Its Type, and How Does It Work?

See here - https://techchilli.com/artificial-intelligence/what-is-machine-learning-ml-definition-its-type-and-how-does-it-work/

#MachineLearning #AI #Technology #DataScience #Innovation #SupervisedLearning #UnsupervisedLearning #ReinforcementLearning #TechExplained #FutureOfTech

In this blog post, I showcase the power of {tidymodels} and tidy coding principles for efficiently prototyping and fine-tuning different models at the same time 💪

#rstats #tidymodels #classification #machinelearning #supervisedlearning

https://blog.tidy-intelligence.com/posts/classification-customer-churn/index.html

Dear Machine Learning + REversing people, one question: I'm working on a model to find better matches in #Diaphora. It's implemented in this way:

- 1st, I find good matches in the 2 binaries being compared with heuristics proven to be working.
- Using these good (and also bad) matches, I build a dataset for the current 2 binaries, and I train a classifier.

The model is later on used to predict if future matches are good or bad.

#MachineLearning #SupervisedLearning #ReverseEngineering

📢 Vortragshinweis:

Im Rahmen des #DigitalClassicist seminar halten Torsten Hiltmann & Martin Dröge morgen einen Vortrag zum Thema: Geschichte aus der Maschine - Funktionsweise, Möglichkeiten und Grenzen von #MachineLearning für die geschichtswissenschaftliche Forschung und Lehre

Dabei wird es u.a. um #SupervisedLearning, #LLM & die Relevanz von Methodenkritik gehen.

🗓️ 31. Oktober, 16 Uhr c.t.
🌐 Teilnahme möglich online via Zoom: https://digiclass.bbaw.de/seminar.html

_____
#DigitalHistory @histodons

Random forest and tree methods are OP.

Less sensitive to class imbalance and unnormalised features

Can get feature importances.

Easy to use.

My go-to.

#datascience #programming #supervisedlearning

@joelanman … so, checking my 🔖 bookmarks - I might have been confused between this resource on #SupervisedLearning > https://www.ibm.com/topics/supervised-learning - and this document on everyday #Ethics for 🤖 #AI > https://www.ibm.com/watson/assets/duo/pdf/everydayethics.pdf.

Hopefully some more useful responses incoming. 😆

@joelanman - I remember reading some work done by #IBM on #SupervisedLearning for #AI/#ML and ethical implications - will see if I can find the links. 👀

Interested to see other's responses to this question. 🙂

4/10: Machine learning is a subset of AI that focuses on building models to make predictions or decisions based on data. Understanding the different types of algorithms, such as supervised and unsupervised learning, is key. #SupervisedLearning #UnsupervisedLearning

Two PhD thesis projects available at University of Paris Cité:

"Neutrinos and Gamma-rays from Extragalactic Sources" and

"Machine/Deep Learning for Neutrino Astronomy".

More info here:

https://apc.u-paris.fr/APC_CS/fr/neutrinos-and-gamma-rays-extragalactic-sources

https://apc.u-paris.fr/APC_CS/fr/machinedeep-learning-neutrino-astronomy

#Neutrinos #GammaRays #MachineLearning #DeepLearning #SupervisedLearning #UnsupervisedLearning #AstroparticlePhysics

Kmeans saved the day this week. Dealing with uncertainty, measurement errors and other factors: Very often, it's the basic #datascience tools that provide the best solution in the least amount of time...

#data #informationvisualization #datavisualisation #clustering #classifier #supervisedlearning tag team with #unsupervisedlearning #semiconductor #physics #labeling #uncertainty

How has your week been so far?