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Constantine Caramanis
5.1 Proximal and Projected Gradient Descent

This is a natural algorithm and it's called projected gradient descent so the formulation this takes is XT plus 1 and is equal to the ...

35:04
5.1 Proximal and Projected Gradient Descent

23,592 views

5 years ago

NPTEL-NOC IITM
Introduction to Projected gradient descent

So, before we get into projected gradient descent we will quickly review gradient descent and figure out what other small ...

22:30
Introduction to Projected gradient descent

1,067 views

9 months ago

Visually Explained
Gradient Descent in 3 minutes

Visual and intuitive overview of the Gradient Descent algorithm. This simple algorithm is the backbone of most machine learning ...

3:07
Gradient Descent in 3 minutes

368,964 views

4 years ago

IIT Madras - B.S. Degree Programme
Method of Lagrange Multiplier, Projected Gradient Descent

Lagrange Multiplier, Projected Gradient Descent IIT Madras welcomes you to the world's first BSc Degree program in ...

28:30
Method of Lagrange Multiplier, Projected Gradient Descent

13,206 views

10 months ago

Lewis Mitchell
Gradient projection algorithm example

Here (at last!) we see how the full gradient projection algorithm works, to find its way to a solution of a constrained optimisation ...

10:59
Gradient projection algorithm example

8,146 views

3 years ago

zeropercent
Subgradients/Subderivatives - Convex Analysis

Hope you will enjoy this video. I know my voiceover is lacking some emotion but i will try my best to improve that for my next video.

3:40
Subgradients/Subderivatives - Convex Analysis

7,610 views

2 years ago

Sanjoy Das
First Order Methods (subgradient, projected gradient)

Gradient Descent (unconstrained optima of differentiable function) Subgradient Descent (unconstrained optima of ...

57:19
First Order Methods (subgradient, projected gradient)

4,151 views

3 years ago

NPTEL-NOC IITM
Projected gradient descent and proof of convergence

So, what we started talking about yesterday was the first algorithm for constraint optimization projected gradient descent. So far I ...

28:51
Projected gradient descent and proof of convergence

791 views

9 months ago

People also watched

Alexandre TL
The basics of gradient descent | Neural networks 7

In this video, we'll discuss a very important method in machine learning: gradient descent. This algorithm allows us to find ...

12:09
The basics of gradient descent | Neural networks 7

10,445 views

2 years ago

PROFESSEUR BENZINE RACHID MATHEMATIQUES
OPTIMISATION SANS CONTRAINTES CHAPITRE4 LECON1 METHODE DU GRADIENT A PAS OPTIMAL
1:14:04
OPTIMISATION SANS CONTRAINTES CHAPITRE4 LECON1 METHODE DU GRADIENT A PAS OPTIMAL

26,978 views

7 years ago

The Julia Programming Language
The diffusion equation | Week 12 | MIT 18.S191 Fall 2020 | Grant Sanderson

How the diffusion equation can arise from a simple random walk model.

21:30
The diffusion equation | Week 12 | MIT 18.S191 Fall 2020 | Grant Sanderson

165,726 views

5 years ago

ByteQuest
Vanishing AND Exploding Gradient Problem Explained | Deep Learning 6

Ever wondered why deep neural networks sometimes stop learning or suddenly become unstable? In this video, we'll break down ...

6:12
Vanishing AND Exploding Gradient Problem Explained | Deep Learning 6

1,024 views

1 month ago

MIT OpenCourseWare
23. Accelerating Gradient Descent (Use Momentum)

MIT 18.065 Matrix Methods in Data Analysis, Signal Processing, and Machine Learning, Spring 2018 Instructor: Gilbert Strang ...

49:02
23. Accelerating Gradient Descent (Use Momentum)

59,004 views

6 years ago

The Coding Train
3.5: Mathematics of Gradient Descent - Intelligence and Learning

In this video, I explain the mathematics behind Linear Regression with Gradient Descent, which was the topic of my previous ...

22:36
3.5: Mathematics of Gradient Descent - Intelligence and Learning

253,247 views

8 years ago

civilengineeringprof
Lecture: Multi Dimensional Gradient Methods in Optimization -- Example Part 1 of 2

Learn the Multi-Dimensional Gradient Method of optimization via an example. Minimize an objective function with two variables ...

13:50
Lecture: Multi Dimensional Gradient Methods in Optimization -- Example Part 1 of 2

76,876 views

13 years ago

Zara Dar
Why Convexity Matters in Machine Learning - Gradient Descent Part 1

Texas-born and bred engineer who developed a passion for computer science and creating content 🌶️ . Socials: ...

4:53
Why Convexity Matters in Machine Learning - Gradient Descent Part 1

151,662 views

1 year ago

gr_teach
Gradient descent, Newton's method

... the the steepest descent or steepest ascent sometimes it's also called the greatest uh the gradient descent or gradient ascent so ...

32:22
Gradient descent, Newton's method

42,867 views

4 years ago

Data Science Garage
How Gradient Descent Works. Simple Explanation

Video explain what is gradient descent and how gradient descent works with a simple example. Basic intuition and explanation ...

5:01
How Gradient Descent Works. Simple Explanation

122,369 views

6 years ago

Andersen Ang
Bari 11a Ergodic convergence of projected gradient descent

... Centro of K Point converge to this with this funny thing for gradient you know gradient go to zero in the end so this one decrease ...

10:07
Bari 11a Ergodic convergence of projected gradient descent

22 views

11 months ago

IBM Technology
Gradient Descent Explained

Learn more about WatsonX → https://ibm.biz/BdPu9e What is Gradient Descent? → https://ibm.biz/Gradient_Descent Create Data ...

7:05
Gradient Descent Explained

139,126 views

3 years ago

Andersen Ang
Bari 10c Projected gradient descent
10:52
Bari 10c Projected gradient descent

28 views

11 months ago

Dr. Trefor Bazett
Intro to Gradient Descent || Optimizing High-Dimensional Equations

Keep exploring at ▻ https://brilliant.org/TreforBazett. Get started for free for 30 days — and the first 200 people get 20% off an ...

11:04
Intro to Gradient Descent || Optimizing High-Dimensional Equations

100,536 views

2 years ago

blogize
Mastering Projected Gradient Descent with TensorFlow and Keras in Deep Learning

Summary: Explore how Projected Gradient Descent can be implemented using TensorFlow and Keras for advanced deep ...

2:21
Mastering Projected Gradient Descent with TensorFlow and Keras in Deep Learning

36 views

1 year ago

Lewis Mitchell
Orthogonal directions and gradient projection

An introduction to the gradient projection algorithm for solving constrained convex optimisation problems. Topic video for APP ...

19:42
Orthogonal directions and gradient projection

1,079 views

3 years ago

MIT OpenCourseWare
22. Gradient Descent: Downhill to a Minimum

MIT 18.065 Matrix Methods in Data Analysis, Signal Processing, and Machine Learning, Spring 2018 Instructor: Gilbert Strang ...

52:44
22. Gradient Descent: Downhill to a Minimum

95,837 views

6 years ago

Learn With Aparna
Projected Gradient Descent (PGD) | Adversarial Attack | Iterative FGSM

Contents in this video: 1. What are adversarial examples or attacks and how to create those 2. What is Projected Gradient Descent ...

13:20
Projected Gradient Descent (PGD) | Adversarial Attack | Iterative FGSM

165 views

1 month ago

Extra Quadrant
Optimization for Data Science - Lec03 Projected Gradient

Optimization for Data Science - Lec03 Projected Gradient #optimization #datascience.

48:57
Optimization for Data Science - Lec03 Projected Gradient

225 views

4 years ago

Alexander Jung
FedAvg is Projected Gradient Descent

This video discusses the relation between the popular federated learning (FL) algorithm "FedAvg" and projected gradient descent.

13:54
FedAvg is Projected Gradient Descent

384 views

1 year ago

sc
TA goes over projected gradient descent and Frank Wolfe algorithm
3:05:40
TA goes over projected gradient descent and Frank Wolfe algorithm

3,234 views

5 years ago

COLT
Tree-projected gradient descent for estimating gradient-sparse parameters on graphs

Tree-projected gradient descent for estimating gradient-sparse parameters on graphs by Sheng Xu ()*; Zhou Fan (Yale Univ); ...

16:01
Tree-projected gradient descent for estimating gradient-sparse parameters on graphs

238 views

5 years ago