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34 results

Papers2Code
Lagrangian Constrains: The math behind Regularization | L1 and L2 norms

Generally when we talk about regulerization in deep learning, we just say "Oh, lets add the weights to the loss and scale it with ...

13:57
Lagrangian Constrains: The math behind Regularization | L1 and L2 norms

18 views

4 days ago

Maths Behind
The power of Regularization in Machine learning

Regularization is not just a trick to reduce overfitting — it's a deep mathematical principle that shapes how models generalize, how ...

8:09
The power of Regularization in Machine learning

0 views

4 days ago

Neural Notes
Art of Generalization ||  How L2 Regularization Filters Noise in Real-World Data

Master the art of generalization in machine learning. This deep dive explores the "Paradox of Performance"—why a model that fits ...

9:03
Art of Generalization || How L2 Regularization Filters Noise in Real-World Data

27 views

1 day ago

Dhaarini AI-Tech Research Academy
Regularization | 🧮 L1, L2 & Elastic Net Explained | AI ML 2026 🚀 #MachineLearning #DataScience #ai

In this 10‑minute educational video, Dhaarini AI-Tech Research Academy explains the architecture of generalization—mastering ...

6:53
Regularization | 🧮 L1, L2 & Elastic Net Explained | AI ML 2026 🚀 #MachineLearning #DataScience #ai

0 views

14 hours ago

Learn With Mahalakshmi
DL Basics EP10 : MODULE 10: Regularization and Generalization | Tamil | Deep Learning Full Course

Welcome to Learn With Mahalakshmi ‍ ✨ Icon By Smashicons from Flaticon Icon By Paul J. from Flaticon Icon By Freepik from ...

11:21
DL Basics EP10 : MODULE 10: Regularization and Generalization | Tamil | Deep Learning Full Course

13 views

2 days ago

TECHNICAL PROFESSOR
How Machine Learning Learns | Gradient Descent Explained Simply

Have you ever wondered how Machine Learning actually learns? In this video, I explain **how Machine Learning trains itself** ...

18:04
How Machine Learning Learns | Gradient Descent Explained Simply

25 views

3 days ago

CodeCraft Academy
Overfitting Explained: Why Your Machine Learning Model Fails on New Data

Overfitting happens when a machine learning model memorizes the training data instead of learning general patterns.

4:38
Overfitting Explained: Why Your Machine Learning Model Fails on New Data

8 views

18 hours ago

AI for Transportation
Paper review| Simplifying deep temporal difference learning

An interesting paper shows that Deep Q-learning can be achieved in a more efficient way: Gallici M, Fellows M, Ellis B, et al.

15:56
Paper review| Simplifying deep temporal difference learning

0 views

7 days ago

AI With Ryan
WK06 - Stanford CS231n -  CNN Architectures
14:51
WK06 - Stanford CS231n - CNN Architectures

0 views

0

Mayuresh Shilotri
Rethinking KL Regularization in RLHF From Value Estimation to Gradient Optimization

Paper: https://arxiv.org/abs/2510.01555 Title: Rethinking KL Regularization in RLHF: From Value Estimation to Gradient ...

6:46
Rethinking KL Regularization in RLHF From Value Estimation to Gradient Optimization

0 views

4 days ago

BilgisayarKavramlari
Deep Learning Explained – Chapter 4: Numerical Computation | Why AI Fails Without It

In this episode, we dive into Chapter 4 of the Deep Learning book by Ian Goodfellow, Yoshua Bengio, and Aaron Courville, ...

7:25
Deep Learning Explained – Chapter 4: Numerical Computation | Why AI Fails Without It

509 views

6 days ago

MY SWAYAM
Deep Learning - IIT Ropar Week 1 || NPTEL ANSWERS 2026 #nptel #nptel2026 || NPTEL 2026 #myswayam

Deep Learning - IIT Ropar Week 1 || NPTEL ANSWERS 2026 #nptel #nptel2026 || NPTEL 2026 #myswayam YouTube ...

4:29
Deep Learning - IIT Ropar Week 1 || NPTEL ANSWERS 2026 #nptel #nptel2026 || NPTEL 2026 #myswayam

147 views

2 days ago

InsidiousScare
How to Train Neural Networks Faster: Momentum, Dropout & Batch Norm

Why does your Neural Network stop learning? In Part 13 of my Machine Learning Exam Prep series, we cover Advanced ...

5:27
How to Train Neural Networks Faster: Momentum, Dropout & Batch Norm

5 views

6 days ago

Neural Notes
Data Augmentation part-1

Deep learning models often face a massive Data Deficit, requiring billions of images to generalize when only millions are ...

6:05
Data Augmentation part-1

0 views

1 day ago

Prompt2Self
Neural Networks & Visualisation

#NeuralNetworks #DeepLearning #SelfRegulation #NervousSystem #IdentityShift #AIExplained #MachineLearning ...

15:49
Neural Networks & Visualisation

43 views

4 days ago

AI Podcast Series. Byte Goose AI.
[RL Fine-Tuning] From RLHF to GRPO: The Evolution and Optimization of AI LLM Models Alignment.

In the landscape of Artificial Intelligence, we've spent years marveling at the sheer scale of Foundation Models—the trillions of ...

17:43
[RL Fine-Tuning] From RLHF to GRPO: The Evolution and Optimization of AI LLM Models Alignment.

74 views

22 hours ago

DrAnandNair
Performance Evaluation Of Data Mining Models

Deep Learning (Adaptive Computation and Machine Learning Series). Cambridge, MA, USA: MIT press. https://amzn.to/4k49AP9 ...

17:43
Performance Evaluation Of Data Mining Models

0 views

2 days ago

CodeLucky
Continual Learning Explained: How AI Can Learn Forever Without Forgetting

#GenerativeAI #MachineLearning #ContinualLearning #ArtificialIntelligence #DeepLearning #TechEducation #AIResearch ...

4:11
Continual Learning Explained: How AI Can Learn Forever Without Forgetting

8 views

4 days ago

Talent Navigator
Comparative Analysis of AI Governance  EU, US, and China 🌐

Are You Making These COMMON Mistakes in AI, Regularization, ML and Data Science? Governance, Institutional Policies in the ...

5:34
Comparative Analysis of AI Governance EU, US, and China 🌐

2 views

5 days ago

Engineering Boyz
Deep Learning Important Questions | AD, CD-601 | RGPV 6th Sem Exam 2025  |@EngineeringBoyz07

Deep Learning Important Questions | AD, CD-601 | RGPV 6th Sem Exam 2025 ---------------------------------------- 🔥 Stay ...

5:34
Deep Learning Important Questions | AD, CD-601 | RGPV 6th Sem Exam 2025 |@EngineeringBoyz07

24 views

5 days ago