Dieses Event ist vorbei
👋🏽 Hello and welcome to our KI / AI Community Meetup.
In our Meetups interested people, users and experts discuss and network. Our speakers come from different areas of Artificial Intelligence (AI). The lectures combine the current state of research with concrete applications.
If you are not a member of the AI community, please register in advance for free: https://www.kicommunity.de/
Agenda for[masked] (tbd)
🎤 Talk 1:
Interpretable Machine Intelligence using Coalition Game Theory
Ayan Paul, Fellow @ Desy & Senior Scientist @ Humboldt University zu Berlin
I will highlight the importance of interpretability of machine intelligence in physics and economics. I will showcase the use of Shapley values derived from Coalition Game Theory to study global model properties and discuss two specific examples. The first will look into how complex correlations can be studied with gradient boosted machines and Shapley values. The second will address the delicate question of causality and where we stand with exploring causal connections using machine intelligence. The talk will focus on results from recent research work.
🎤 Talk 2:
To predict or not to predict? Insights regarding COVID-19 measures via machine learning interpretability tools
Dana Jomar & Ingo Nader, Data Scientists at IT-PS (IT Power Services GmbH)
Political measures like school closings (also called non-pharmaceutical interventions in the literature) have been used by almost all country in the world to fight the outbreak of the COVID-19 pandemic. The effectiveness of these measures was discussed heatedly already in the beginning of the pandemic, so we wanted to form our own opinion based on open data. We will showcase the use of machine learning and model interpretability tools like accumulated local effect (ALE) plots to gain insights about the effectiveness and the time it takes for different measures to show effects on the spread of COVID-19.
3. question & answer session
We are looking forward to your registration.
The AI Community (https://www.kicommunity.de) is a portal with various specialized channels. Anyone can participate in the discussions:
- Computer vision
- Deep learning
- AI use in various industries (finance, medicine, logistics...)
- AI hardware
- Natural Language Processing
- People analytics
- Reinforcement Learning
The AI Community offers:
✅ Inspiration and inspiration for new business models
✅ Access to experts
✅ Moderated and straightforward exchange
✅ German server location
✅ Discussions on the most important topics
✅ free membership
Are you interested in becoming a member of our growing community? Register for free at https://www.kicommunity.de/
Initiators of the AI Community
The AI Community is an initiative of https://softarex.de and https://diesdas.digital
Softarex is a leading provider of individual complete solutions and digital products combining software and artificial intelligence.
diesdas.digital is the Berlin studio for digital product development and branding.
If you have any questions, are interested in further topics or have suggestions for short presentations, please send us a message: [masked]