The Average That Gives You Away — Federated Learning at Aalto

Federated Learning — free course, spring 2027 (CS-E4740)

Explanation - Dictionary of Applied Machine Learning

Explainability - Dictionary of Applied Machine Learning

Data Imputation - Dictionary of Applied Machine Learning

Dimensionality Reduction - Dictionary of Applied Machine Learning

Data Augmentation - Dictionary of Applied Machine Learning

Clustering - Dictionary of Applied Machine Learning

Baseline - Dictionary of Applied Machine Learning

Backpropagation - Dictionary of Applied Machine Learning

Face Landmark Demo

Validation Set - Dictionary of Applied Machine Learning

Validation Error - Dictionary of Applied Machine Learning

Unsupervised Learning - Dictionary of Applied Machine Learning

Support Vector Machine - Dictionary of Applied Machine Learning

Probability Distribution - Dictionary of Applied Machine Learning

Stochastic Gradient Descent - Dictionary of Applied Machine Learning

Sigmoid Function - Dictionary of Applied Machine Learning

Robust Principal Component Analysis (Robust PCA) - Dictionary of Applied Machine Learning

Random Variable - Dictionary of Applied Machine Learning

Reinforcement Learning (RL) - Dictionary of Applied Machine Learning

Principal Component Analysis (PCA) - Dictionary of Applied Machine Learning

Model Selection - Dictionary of Applied Machine Learning

k-Fold Cross-Validation (k-fold CV) - Dictionary of Applied Machine Learning

Logistic Loss - Dictionary of Applied Machine Learning

Fine-Tuning - Dictionary of Applied Machine Learning

Hyperparameter - Dictionary of Applied Machine Learning

Feature Vector - Dictionary of Applied Machine Learning

Eigenvalue Decomposition - Dictionary of Applied Machine Learning

Eigenvalue - Dictionary of Applied Machine Learning

Dataset - Dictionary of Applied Machine Learning

Covariance Matrix - Dictionary of Applied Machine Learning

Classification - Dictionary of Applied Machine Learning

Autoencoder - Dictionary of Applied Machine Learning

Accuracy - Dictionary of Applied Machine Learning

Linear Regression - Dictionary of Applied Machine Learning

Loss - Dictionary of Applied Machine Learning

Regularization - Dictionary of Applied Machine Learning

Generalization - Dictionary of Applied Machine Learning

Label - Dictionary of Applied Machine Learning

Feature - Dictionary of Applied Machine Learning

Data - Dictionary of Applied Machine Learning

Feature Learning - Dictionary of Applied Machine Learning

Empirical Risk Minimization (ERM) - Dictionary of Applied Machine Learning

Overfitting - Dictionary of Applied Machine Learning

MSc Thesis: Evaluating Retrieval-Augmented Generation (RAG) Pipelines - Yingjia He (Aalto)

I.I.D. Assumption - Dictionary of Applied Machine Learning

Logistic Regression - Dictionary of Applied Machine Learning

Artificial Neural Network (ANN) - Dictionary of Applied Machine Learning

Decision tree — Dictionary of Applied Machine Learning

Georgia Argyrou - Federated Learning for Fire Detection

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

Austria is Running Dry in August 2026.

Learning Active Constraint Sets with Machine Learning for Constrained Optimization

KI für Dienstplanung

Agent-System Interface Designs for Enterprise Platforms

Chill Flow

Trustworthy Data-Sharing Systems

Nicole Haubenwallner - Intelligente Auftragsverarbeitung durch KI-gestützte Prozessautomatisierung

Christoph Mayer - KI für Hagelwarnung