Machine Learning Explained by the Minds Behind it.

The ML Blog for the Curious.

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

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

How can hospitals train AI collaboratively without exposing patient data? Hard-label federated learning in healthcare improves privacy while maintaining diagnostic accuracy.

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

Generated by ChatGPT via the prompt “A digital scene captures a humanoid robot, with a smooth white body and dark accents, operating a wooden waterwheel at a quaint watermill beside a flowing river under a clear sky. The landscape around it is painted in bold, swirling strokes reminiscent of Van Gogh's Post-Impressionist style, featuring lush greenery, rolling hills, and a winding path, with the robot and the rotating waterwheel as the focal points.”

BlogBasics

Learning From Data Streams: Foundations of Stream Learning

Dr. Sebastian Buschjäger,

21. January 2026

Data never stops — so how do models keep up? This opening post introduces stream learning, concept drift, and real-time adaptation for continuously evolving data streams….

IceCube astrophysics neutrinos lamarr - Lamarr Institute for Machine Learning (ML) and Artificial Intelligence (AI)

BlogBasics

How AI Helped to Spot Neutrinos from our Galaxy

Jana Konrad,

09. July 2025

The IceCube Neutrino Observatory could finally detect neutrinos from the Milky Way. That was possible thanks to new AI tools, which enabled a more accurate analysis of the observed events. …

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

BlogResearch

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

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….

Our Blog Series

AI in Healtchcare

AI in healthcare: applications, research, and fundamentals – clear, concise, and up to date.

Stream Mining

How machine learning learns continuously from fast-changing data streams – and stays accurate in real time with Stream Mining

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Speech Technologies

Exploring AI language technologies – from speech recognition and LLMs to applications in auditing and text simplification

00 Blog Mann Freundschaft - Lamarr Institute for Machine Learning (ML) and Artificial Intelligence (AI)

AI Ethics

Current research on the ethically responsible design of artificially intelligent systems

00 Blog Julian Reinforcement Learning 3 - Lamarr Institute for Machine Learning (ML) and Artificial Intelligence (AI)

RL for Robotics

How robots learn to find their way in an unknown environment with the help of Reinforcement Learning

00 Blog Classroom Beitrag1 Decision Trees FraundWingenfel - Lamarr Institute for Machine Learning (ML) and Artificial Intelligence (AI)

ML Classroom

Computer science students explain basic terms and concepts of Machine Learning

00 Blog Bauckhage ChatGPT Part5 - Lamarr Institute for Machine Learning (ML) and Artificial Intelligence (AI)

Talking about ChatGPT

Lamarr Director Prof. Dr. Christian Bauckhage takes a closer look at the hyped chatbot

00 Blog Maximilian Poretschkin Zertifizierung von KI - Lamarr Institute for Machine Learning (ML) and Artificial Intelligence (AI)

Women shape AI

The Landesfrauenrat RLP asks – AI experts answer. On fields of application & current developments of AI

AI Education

How AI can be integrated into school curricula and which initiatives can support this

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Dr. Maximilian Wintergerst

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