Machine Learning Explained by the Minds Behind it.

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Basics

For Beginners

Dive into the fundamentals of ML, AI, and related fields with our introductory category, designed to provide a solid understanding of key concepts and techniques essential for both beginners and seasoned enthusiasts in the field.

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Research

For Professionals

Explore the latest findings and innovations in Machine Learning and Artificial Intelligence. In this category we delve deep into groundbreaking studies, methodologies, and trends shaping the landscape of AI.

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Application

For Practitioners

We bridge the gap between science and real-world implementation. Explore how cutting-edge research is leveraged to address practical challenges in various industries and domains.

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Our Latest Blog Post

Optimizing AI Models for Real-World Hardware

AI-powered heart monitoring demands speed, efficiency, and reliability. Discover how optimizing AI models for real-world hardware makes these applications possible.

For Beginners

Dive into the fundamentals of ML, AI, and related fields with our
introductory category, designed to provide a solid understanding of key
concepts and techniques essential for both beginners and seasoned
enthusiasts in the field.

All Blogposts

BlogBasics

Optimizing AI Models for Real-World Hardware

Ewald Oleksjuk, Dr. Sebastian Buschjäger,

24. June 2026

In AI-driven heart monitoring, speed, energy efficiency, and reliability are essential. This blog post explains how optimizing AI models for real-world hardware helps bring high-performance, resource-efficient medical AI applications closer to everyday use. …

France Rose Animal Behavior ML Blog Lamarr - Lamarr Institute for Machine Learning (ML) and Artificial Intelligence (AI)

BlogBasics

Why do we Need AI to Quantify Animal Behavior?

Dr. France Rose,

10. June 2026

Why quantifying behavior is a fundamental step to understand the brain and the living animals? How can AI help us in this endeavor? Let’s review the latest developments and their impacts….

For Professionals

Explore the latest findings and innovations in Machine Learning and
Artificial Intelligence. In this category we delve deep into
groundbreaking studies, methodologies, and trends shaping the landscape
of AI.

All Blogposts

Hard labels in healthcare michael kamp lamarr institute - Lamarr Institute for Machine Learning (ML) and Artificial Intelligence (AI)

BlogResearch

Little Is Enough: Hard Labels for Stronger Federated Learning in Healthcare

Prof. Dr. Michael Kamp,

15. April 2026

Can hospitals collaboratively train diagnostic AI without exposing patient data? Hard-label federated co-training strengthens federated learning in healthcare while preserving diagnostic performance. …

Illustration in a Van-Gogh-inspired style showing a calm humanoid robot observing a flowing stream of data that transforms into adaptive decision trees. Swirling blue and yellow brushstrokes depict real-time data streams, changing graphs, and evolving tree structures, symbolizing Streaming Gradient Boosting and online learning under concept drift.

BlogResearch

Streaming Gradient Boosting: Pushing Online Learning Beyond its Limits

Dr. Nuwan Gunasekara,

04. February 2026

Streaming Gradient Boosting (SGB) brings gradient boosting to evolving data streams—adapting models to concept drift in real time with strong accuracy and efficiency across classification and regression tasks….

For Practitioners

We bridge the gap between science and real-world implementation. Explore
how cutting-edge research is leveraged to address practical challenges
in various industries and domains.

All Blogposts

00 Beitragsbild c Illustration generated using ChatGPT By OpenAI kateract - Lamarr Institute for Machine Learning (ML) and Artificial Intelligence (AI)

BlogApplication

Seeing More, Caring Better: AI-based Ophthalmic Video Analysis for Global Ophthalmology

Prof. Dr. Thomas Schultz, Dr. Maximilian Wintergerst, Simon Müller,

19. March 2026

AI-powered video analysis enables scalable eye screening and improves cataract surgery – using simple smartphone technology….

BlogApplication

CapyMOA: Efficient Machine Learning for Evolving Data Streams

Dr. Heitor Murilo Gomes,

25. February 2026

Real-time data keeps changing – your models should too. CapyMOA brings high-performance stream learning and concept drift handling to Python, bridging MOA efficiency with practical usability….