DLS: Peter Bartlett • Gradient Optimization Methods: The Benefits of a Large Step-size
1:11:23
DLS: Peter Bartlett • Gradient Optimization Methods: The Benefits of a Large Step-size
91 views2 months ago
YouTubeFaculty of Mathematics, University of Waterloo
MAT341 (Computational Math): Finding the *best* step-size for each iteration of Gradient Descent
25:59
MAT341 (Computational Math): Finding the *best* step-size for each iteration of Gradient Descent
1.5K viewsNov 22, 2021
YouTubeNicholas Battista
The conjugate gradient method completes in n steps
15:50
The conjugate gradient method completes in n steps
1.3K viewsApr 15, 2022
YouTubeLewis Mitchell
Steepest descent least-squares optimisation - derivation explained (watch before conjugate gradient)
16:53
Steepest descent least-squares optimisation - derivation explained (watch before conjugate gradient)
2.3K viewsOct 25, 2021
YouTubeAndrew Reader
Gradient Descent: Backtracking Line Search
9:18
Gradient Descent: Backtracking Line Search
1.8K viewsJan 12, 2023
YouTubeKetan Rajawat
Numerical Optimization Algorithms: Gradient Descent
38:11
Numerical Optimization Algorithms: Gradient Descent
10.6K viewsSep 27, 2021
YouTubeChristopher Lum
Convergence, Tracking, and the LMS Algorithm Step Size
14:36
Convergence, Tracking, and the LMS Algorithm Step Size
2.6K viewsJul 22, 2022
YouTubeBarry Van Veen
1:10:20
ECE AI SEMINAR: Why does Adam work so well for LLMs? And can we find optimal per-variable step sizes
268 views5 months ago
YouTubeNYU Tandon School of Engineering
18:34
Conjugate Gradient Method Explained, Optimization Lecture 17
505 viewsMar 29, 2022
YouTubeDr Ganguli
22:03
Conjugate Gradient Methods Python Program, Optimization Tutorial 18
77 views9 months ago
YouTubeDr Ganguli
1:50:48
Session 5 ODE Interpretation in Bandits, UCB, Gradient-Based Algorithms, UCB in Python
163 viewsMar 31, 2025
YouTubeMainak's PMRF Tutorials
3:50
Gradient Descent Algorithm Demonstration - MATLAB Implementation
36.3K viewsJul 15, 2018
YouTubeDesign Impact
3:07
Gradient Descent in 3 minutes
406.9K viewsOct 8, 2021
YouTubeVisually Explained
15:48
Gradient Boosting : Data Science's Silver Bullet
126.1K viewsSep 29, 2021
YouTuberitvikmath
13:37
Calculate Slope Gradient in Simple Steps!
25.5K viewsApr 2, 2025
YouTubeCloseup Education
5:01
How Gradient Descent Works. Simple Explanation
124.2K viewsAug 4, 2019
YouTubeData Science Garage
22:57
Conjugate Gradient Methods for Quadratic Functions Python Program, Optimization Tutorial 17
34 views9 months ago
YouTubeDr Ganguli
45:18
Momentum-based gradient descent from scratch: optimization | Foundations for ML [Lecture 24]
3.8K viewsJan 12, 2025
YouTubeVizuara
5:42
RMSProp Optimizer Visually Explained | Deep Learning #12
573 views4 months ago
YouTubeByteQuest
6:32
Episode 10 – Gradient Descent: The Engine of Optimization | ‪@DatabasePodcasts‬
3 views7 months ago
YouTubeDatabase Podcasts
23:54
Gradient Descent, Step-by-Step
1.8M viewsFeb 5, 2019
YouTubeStatQuest with Josh Starmer
10:53
Stochastic Gradient Descent, Clearly Explained!!!
577.3K viewsMay 13, 2019
YouTubeStatQuest with Josh Starmer
11:43
Steepest Descent Method | Search Technique
73.4K viewsJul 5, 2021
YouTubeMathPod
38:44
Lecture 25 -Coding the ADAGRAD optimizer for Neural Network training
3.4K viewsJun 28, 2024
YouTubeVizuara
4:09
Gradient Boosting with Regression Trees Explained
31.9K viewsFeb 24, 2023
YouTubeDataMListic
44:19
Stochastic Gradient Descent from scratch | Intro to Optimization | Foundations for ML [Lecture 23]
4.8K viewsJan 10, 2025
YouTubeVizuara
11:45
Gradient Descent Explained with Solved Examples | Batch, Mini-Batch & Stochastic Solved Example
824 views11 months ago
YouTubeMaths Behind AI
7:05
How To Get Gradients With Visible Steps In Illustrator
1.8K viewsJun 6, 2024
YouTubeVektorgarten – Illustrator Tutorials
21:37
Numerical Analysis 8.4. Gradient Method
2 views1 month ago
YouTubeCsoda81
48:20
Gradient optimization methods: the benefits of instability
205 views4 months ago
YouTubeSydney Mathematical Research Institute - SMRI
See more