Traffic Accident Forecasting with Deep Learning

Trustworthy Object Detection

CS-E4740 Data and Model Poisoning

CS-E4740 Privacy Protection in FL

CS E4740 FL at Nokia Part II

CS-E4740 Federated Learning at Nokia - Part I

CS-E4740 Privacy-Preserving Data Processing

CS-E4740 Explainable Federated Learning

CS-E4740 Human Agency and Oversight in Federated Learning

Humans must regulate Technology

CS E4740 From Linear to Non Linear Models

CS-E4740 Trustworthy FL

Group Meeting 26-03-2024

CS-E4740 Graph Learning

How Low Can We Go?

Basic ML for Complex Systems

Group Meeting 19032024

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

FedAvg is Projected Gradient Descent

CS-E4740 FL Algorithms

CS E4740 Lecture "Gradient Methods"

CS E4740 Gradient Descent for Non-Parametric Models?

CS-E4740 Lecture "FL Design Principle"

Three Perspectives of Regularization in Machine Learning

CS-E4740 "ML Basics"

CS-E4740 ML Basics Part I

CS-E4740 Introduction

Machine Learning for Finnair

Machine Learning Teaching Humans about Machine Learning

Frequency offset compensation using deep learning for 5G mobile networks