38:05

Determining User Preference Profiles from Email And User Engagement Data

17:15

Machine Learning Kinship Verification

11:39

Object Detection for Security Systems

18:36

LLM for Mental Health

30:35

Backdoor Attacks on Transformer-Based Weather Forecast

21:56

Traffic Accident Forecasting with Deep Learning

26:18

Trustworthy Object Detection

46:16

CS-E4740 Data and Model Poisoning

01:09:42

CS-E4740 Privacy Protection in FL

38:15

CS E4740 FL at Nokia Part II

30:05

CS-E4740 Federated Learning at Nokia - Part I

01:11:39

CS-E4740 Privacy-Preserving Data Processing

18:48

CS-E4740 Explainable Federated Learning

04:22

CS-E4740 Human Agency and Oversight in Federated Learning

03:07

Humans must regulate Technology

09:04

CS E4740 From Linear to Non Linear Models

01:19:29

CS-E4740 Trustworthy FL

05:37

Group Meeting 26-03-2024

01:05:02

CS-E4740 Graph Learning

04:03

How Low Can We Go?

08:23

Basic ML for Complex Systems

30:52

Group Meeting 19032024

02:01:56

CS-E4740 Guest Talk from Javier Fernandez-Marques (Flower Labs)

13:54

FedAvg is Projected Gradient Descent

01:01:29

CS-E4740 FL Algorithms

01:15:35

CS E4740 Lecture "Gradient Methods"

12:18

CS E4740 Gradient Descent for Non-Parametric Models?

01:12:27

CS-E4740 Lecture "FL Design Principle"

09:42

Three Perspectives of Regularization in Machine Learning

01:03:47

CS-E4740 "ML Basics"

35:59

CS-E4740 ML Basics Part I

30:40

CS-E4740 Introduction

19:53

Machine Learning for Finnair

08:35

Machine Learning Teaching Humans about Machine Learning

24:17

Frequency offset compensation using deep learning for 5G mobile networks

34:49

Explainable Machine Learning

18:01

Personalized Federated Learning

35:03

Lawsuit against Meta AI

52:55

Group Meeting 24-Oct-2023

27:55

Group Meeting 17 Oct 2023

41:08

Group Meeting 10 Oct 2023

09:24

Machine Learning for the People

37:34

Software Defined Networking Energy Optimization through Traffic Prediction on Mobile Access Networks

32:54

Microservices-Based Autonomous Anomaly Detection

10:08

Group Meeting 19-Sept-2023

19:39

Group Meeting 12 Sept 2023

00:20

Heterogeneous Federated Learning

59:29

Group Meeting 15 Aug 2023

53:13

Group Meeting-8-Aug-23

12:15

Machine Learning for Airline Costumer Satisfaction

17:56

Machine Learning for Material Capture and Generative Rendering

16:11

Machine Learning Formula 1

21:54

Machine Learning to Design Electrical Machines

10:31

Towards Model Agnostic Federated Learning over Networks

13:45

BIM Connection Recommendation Based on Machine Learning Using Multimodal Information

49:15

A Design Principle for Trustworthy Federated Learning

36:28

CS E4740 Data Poisoning

35:56

CS E4740 Privacy in FL

48:53

CS E4740 Trustworthy FL

50:23

CS-E4740 Graph Learning