Alexander Jung - Invidious

Alexander Jung

Welcome to my personal YouTube channel! I'm Alexander Jung, a tenured Associate Professor for Machine Learning at Aalto University in Finland. Delving into the mathematical underpinnings of machine learning is my passion, both in research and teaching capacities. Here, you'll find an array of videos covering diverse machine learning topics, spanning from fundamental theoretical principles to practical applications of various techniques.

Connect with me on LinkedIn ("aljung" with 30k followers) and GitHub ("alexjungaalto").

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40:26

Sanna Oinas - Data Agency for School Kids

Alexander Jung

Shared 1 week ago

43 views

36:35

CS-E4740 FL Project Kickoff

Alexander Jung

Shared 2 weeks ago

96 views

1:09:50

CS-E4740 FL Robustness and Cyber-Security

Alexander Jung

Shared 1 month ago

96 views

30:33

EU AI Act - Terminology

Alexander Jung

Shared 1 month ago

30 views

1:14:20

CS-E4740 Legal Frameworks for FL

Alexander Jung

Shared 1 month ago

42 views

37:40

CS-E4740 Federated Soft Clustering via GMM

Alexander Jung

Shared 1 month ago

62 views

14:30

CS-E4740 Federated Learning via MPI

Alexander Jung

Shared 1 month ago

47 views

10:16

CS-E4740 Federated k-Means

Alexander Jung

Shared 1 month ago

118 views

1:02:53

CS-E4740 Lecture 5 - Federated Clustering

Alexander Jung

Shared 1 month ago

149 views

1:06:39

CS-E4740 FL Algorithms II

Alexander Jung

Shared 1 month ago

130 views

1:26:24

CS-E4740 FL Algorithms

Alexander Jung

Shared 1 month ago

515 views

57:04

LLM Safety in Practice: Limits, Trade-offs, and Emerging Control Methods

Alexander Jung

Shared 1 month ago

81 views

1:26:21

CS-E4740 Lec. 25-Feb-2026

Alexander Jung

Shared 1 month ago

249 views

1:31:36

CS-E4740 - "Course Logistics" and "From ML to FL"

Alexander Jung

Shared 1 month ago

534 views

54:47

Rawad Bitar - Coding for Federated Learning

Alexander Jung

Shared 1 month ago

159 views

0:16

February 4, 2026

Alexander Jung

Shared 1 month ago

25 views

3:48

Federated Learning

Alexander Jung

Shared 1 month ago

38 views

39:35

Matilde Tristany Farinha - Bio Inspired Learning for ANNs

Alexander Jung

Shared 1 month ago

29 views

3:47

Federated Learning - The Democratic Way of AI

Alexander Jung

Shared 3 months ago

52 views

0:18

January 1, 2026

Alexander Jung

Shared 3 months ago

34 views

0:52

Federated Learning Course

Alexander Jung

Shared 4 months ago

78 views

0:52

The ten most important terms of the Aalto Dictionary of #machinelearning

Alexander Jung

Shared 4 months ago

20 views

1:20

When is human oversight meaningful

Alexander Jung

Shared 4 months ago

11 views

0:43

SHAP and LIME aren’t enough

Alexander Jung

Shared 4 months ago

16 views

32:21

Diana Pfau - Right to an Explanation for AI

Alexander Jung

Shared 4 months ago

19 views

32:48

Aalto Machine Learning Meetup

Alexander Jung

Shared 4 months ago

35 views

0:34

Hard vs Soft Clustering

Alexander Jung

Shared 4 months ago

71 views

32:48

Federated Soft Clustering with Gaussian Mixture Models

Alexander Jung

Shared 4 months ago

33 views

12:52

Churn Prediction

Alexander Jung

Shared 4 months ago

35 views

1:57

Watching Music - Wide

Alexander Jung

Shared 5 months ago

20 views

39:24

Improving Road Surface Temperature Forecasts with XGBoost – Dr. Virve Karsisto, FMI

Alexander Jung

Shared 5 months ago

34 views

0:43

Big Thanks to the Finnish Taxpayer!

Alexander Jung

Shared 5 months ago

30 views

3:21

Audio Spectrum Visualization

Alexander Jung

Shared 5 months ago

23 views

48:44

Aalto Machine Learning Meetup - 14-Nov-2025.

Alexander Jung

Shared 5 months ago

42 views

45:44

Federated Clustering via Generalized Total Variation Minimization

Alexander Jung

Shared 5 months ago

118 views

53:20

Machine Learning for Weather Radar-Based Impact Nowcasting – Heikki Myllykoski (EDERA Project)

Alexander Jung

Shared 6 months ago

134 views

35:22

Explainable AI - A Legal Perspective

Alexander Jung

Shared 6 months ago

75 views

55:21

Teaching Language to Refugee Children

Alexander Jung

Shared 7 months ago

34 views

12:39

Interpretable ERM: Clinically-Grounded Machine Learning

Alexander Jung

Shared 7 months ago

51 views

38:55

Clinically-Grounded Machine Learning

Alexander Jung

Shared 7 months ago

92 views

0:15

Vienna

Alexander Jung

Shared 8 months ago

24 views

54:01

Mahsa Asadi: Personalized Mean Estimation

Alexander Jung

Shared 8 months ago

171 views

5:11

Assignments via Github Classroom.

Alexander Jung

Shared 9 months ago

200 views

10:04

Federated Learning for Drift Compensation in Direct-Ethanol Fuel Cells

Alexander Jung

Shared 9 months ago

51 views

47:19

Nuts and Bolts of Grading a Master Thesis

Alexander Jung

Shared 10 months ago

226 views

43:16

CS-A1155 Database Technologies for Analytical Processing

Alexander Jung

Shared 10 months ago

96 views

1:30:25

Demystifying the Enterprise Data Platform

Alexander Jung

Shared 11 months ago

212 views

3:37

CS-A1155 Transactions

Alexander Jung

Shared 1 year ago

59 views

1:37

CS-A1155 Indexing

Alexander Jung

Shared 1 year ago

38 views

2:23

CS-A1155 Relational Algebra

Alexander Jung

Shared 1 year ago

94 views

1:28

CS-A1155 Relational Databases

Alexander Jung

Shared 1 year ago

98 views

9:50

CS-A1155 Normalization

Alexander Jung

Shared 1 year ago

79 views

14:10

CS-A1155 Five Modules

Alexander Jung

Shared 1 year ago

19 views

2:59

CS-A1155 Data Model as Approximation

Alexander Jung

Shared 1 year ago

10 views

56:54

CS-A1155 Introduction Lecture 15-04-2025

Alexander Jung

Shared 1 year ago

307 views

11:26

How GPT-4 and Llama Are Transforming Contract Review: Master’s Thesis Breakdown

Alexander Jung

Shared 1 year ago

112 views

0:56

Stop Calling Clustering a Model

Alexander Jung

Shared 1 year ago

95 views

2:04

What is a Data Point?

Alexander Jung

Shared 1 year ago

267 views

3:12

Federated Learning: Coupling Personalized Models Explained

Alexander Jung

Shared 1 year ago

202 views

1:04:23

CS-E4740 Guest Lecture Prof. Morabito (Eurecom)

Alexander Jung

Shared 1 year ago

59 views