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").

View channel on YouTube

Switch Invidious Instance

Videos

newest

oldest

popular

35:45

Georgia Argyrou - Federated Learning for Fire Detection

Alexander Jung

Shared 2 weeks ago

78 views

16:40

Privacy-Friendly Click-Through Rate Prediction in Programmatic Display Advertising

Alexander Jung

Shared 1 month ago

25 views

0:10

Austria is Running Dry in August 2026.

Alexander Jung

Shared 1 month ago

20 views

1:00:17

Learning Active Constraint Sets with Machine Learning for Constrained Optimization

Alexander Jung

Shared 1 month ago

60 views

7:46

KI für Dienstplanung

Alexander Jung

Shared 2 months ago

39 views

22:01

Agent-System Interface Designs for Enterprise Platforms

Alexander Jung

Shared 2 months ago

58 views

0:03

Chill Flow

Alexander Jung

Shared 2 months ago

27 views

14:42

Trustworthy Data-Sharing Systems

Alexander Jung

Shared 2 months ago

56 views

6:37

Nicole Haubenwallner - Intelligente Auftragsverarbeitung durch KI-gestützte Prozessautomatisierung

Alexander Jung

Shared 2 months ago

18 views

7:42

Christoph Mayer - KI für Hagelwarnung

Alexander Jung

Shared 2 months ago

17 views

4:16

Chiara Schmid - KI Terminassistent

Alexander Jung

Shared 2 months ago

10 views

8:30

Katharina Weber - KI für Kreditprüfung

Alexander Jung

Shared 2 months ago

31 views

20:55

Anomaly Detection in Phase-Level Maritime Operational Data

Alexander Jung

Shared 3 months ago

85 views

0:15

Hochwasser September 2024 an der Donau bei Tulln – aus offenen Daten sichtbar gemacht

Alexander Jung

Shared 3 months ago

20 views

1:01

Ice Hockey Match with LLM-based Annotation

Alexander Jung

Shared 3 months ago

17 views

1:01

Soccer Game with LLM-based Annotation

Alexander Jung

Shared 3 months ago

12 views

11:54

Federated Learning for Visibility under Cyber Attacks.

Alexander Jung

Shared 3 months ago

74 views

6:07

Federated Learning for Meteorological Forecasting

Alexander Jung

Shared 3 months ago

28 views

0:08

paris bike 2026 05 28

Alexander Jung

Shared 3 months ago

13 views

0:09

melbourne pedestrian 2026 05 28

Alexander Jung

Shared 3 months ago

14 views

0:09

Helsinki Road Traffic Flow During 13-03-2024

Alexander Jung

Shared 3 months ago

28 views

7:27

Comparing Distance with Pressure-Correlation Graphs for Federated Learning in Finland.

Alexander Jung

Shared 3 months ago

40 views

6:00

Personalized Federated Learning for Finnish Weather Forecasting

Alexander Jung

Shared 3 months ago

133 views

8:03

Personalized Maximum Temperature Forecasting

Alexander Jung

Shared 3 months ago

62 views

6:26

Lightweight FL Models for Temperature Prediction

Alexander Jung

Shared 3 months ago

34 views

7:00

Comparing Algorithms for Federated Temperature Prediction

Alexander Jung

Shared 3 months ago

30 views

6:43

Federated Learning for Temperature Forecasting

Alexander Jung

Shared 3 months ago

30 views

7:25

Federated Day-Ahead Wind Speed Prediction

Alexander Jung

Shared 3 months ago

30 views

9:11

Federated Rainfall Prediction

Alexander Jung

Shared 3 months ago

17 views

7:26

Federated Wind Speed Prediction

Alexander Jung

Shared 3 months ago

21 views

9:21

Predicting Snow Depth in Finland.

Alexander Jung

Shared 3 months ago

17 views

7:26

Weather Anomaly Detection

Alexander Jung

Shared 3 months ago

38 views

5:42

Predicting Temperature Deviation from the North Wind.

Alexander Jung

Shared 3 months ago

56 views

7:00

Short-Term Temperature Forecasting

Alexander Jung

Shared 3 months ago

39 views

7:06

Federated Coastal Wind Speed Forecasting

Alexander Jung

Shared 3 months ago

41 views

8:43

MSc Thesis Presentation by Alexander von Hertzen

Alexander Jung

Shared 3 months ago

52 views

16:56

Inka Viita - Structuring Legacy Data

Alexander Jung

Shared 3 months ago

52 views

40:26

Sanna Oinas - Data Agency for School Kids

Alexander Jung

Shared 5 months ago

54 views

36:35

CS-E4740 FL Project Kickoff

Alexander Jung

Shared 5 months ago

128 views

1:09:50

CS-E4740 FL Robustness and Cyber-Security

Alexander Jung

Shared 5 months ago

152 views

30:33

EU AI Act - Terminology

Alexander Jung

Shared 5 months ago

37 views

1:14:20

CS-E4740 Legal Frameworks for FL

Alexander Jung

Shared 6 months ago

55 views

37:40

CS-E4740 Federated Soft Clustering via GMM

Alexander Jung

Shared 6 months ago

71 views

14:30

CS-E4740 Federated Learning via MPI

Alexander Jung

Shared 6 months ago

56 views

10:16

CS-E4740 Federated k-Means

Alexander Jung

Shared 6 months ago

122 views

1:02:53

CS-E4740 Lecture 5 - Federated Clustering

Alexander Jung

Shared 6 months ago

165 views

1:06:39

CS-E4740 FL Algorithms II

Alexander Jung

Shared 6 months ago

151 views

1:26:24

CS-E4740 FL Algorithms

Alexander Jung

Shared 6 months ago

565 views

57:04

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

Alexander Jung

Shared 6 months ago

101 views

1:26:21

CS-E4740 Lec. 25-Feb-2026

Alexander Jung

Shared 6 months ago

319 views

1:31:36

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

Alexander Jung

Shared 6 months ago

603 views

54:47

Rawad Bitar - Coding for Federated Learning

Alexander Jung

Shared 7 months ago

169 views

0:16

February 4, 2026

Alexander Jung

Shared 7 months ago

26 views

3:48

Federated Learning

Alexander Jung

Shared 7 months ago

56 views

39:35

Matilde Tristany Farinha - Bio Inspired Learning for ANNs

Alexander Jung

Shared 7 months ago

42 views

3:47

Federated Learning - The Democratic Way of AI

Alexander Jung

Shared 7 months ago

54 views

0:18

January 1, 2026

Alexander Jung

Shared 8 months ago

34 views

0:52

Federated Learning Course

Alexander Jung

Shared 8 months ago

79 views

0:52

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

Alexander Jung

Shared 9 months ago

21 views

1:20

When is human oversight meaningful

Alexander Jung

Shared 9 months ago

11 views