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Link to Rethinking AI in Public Institutions - Balancing Prediction and Capacity

09.10.2025

Rethinking AI in Public Institutions - Balancing Prediction and Capacity

Unai Fischer Abaigar is a researcher at MCML whose work focuses on improving decision-making in public institutions by developing AI systems that are both fair and effective in practice.

#blog #research #kern
Link to Outstanding Paper Award at ICML 2025 for MCML Researchers

18.07.2025

Outstanding Paper Award at ICML 2025 for MCML Researchers

We are proud to share that the paper “The Value of Prediction in Identifying the Worst-Off” by our Junior Member Unai Fischer Abaigar, and Associate Christoph Kern, and collaborator Juan Carlos Perdomo from Harvard University has been selected for …

#award #research #kern
Link to MCML at ICML 2025: 25 Accepted Papers (20 Main, and 5 Workshops)

10.07.2025

MCML at ICML 2025: 25 Accepted Papers (20 Main, and 5 Workshops)

We are happy to announce that MCML researchers have contributed a total of 25 papers to ICML 2025: 20 Main, and 5 Workshop papers. Congrats to our researchers!

#research #top-tier-work #akata #bauer_s #bischl #feuerriegel #fortuin #fraser #huellermeier #jegelka #kern #kilbertus #krahmer #kreuter #kutyniok #nagler #ruegamer #schubert #schuetze #seidl #sra
Link to Why Causal Reasoning Is Crucial for Reliable AI Decisions

12.06.2025

Why Causal Reasoning Is Crucial for Reliable AI Decisions

As algorithms increasingly make decisions that impact our lives, from managing city traffic to recommending hospital treatments, one question becomes urgent: Can we trust them?

#blog #research #feuerriegel #kern #kreuter
Link to MCML at CHI 2025: Seven Accepted Papers

25.04.2025

MCML at CHI 2025: Seven Accepted Papers

We are happy to announce that MCML researchers have contributed a total of 7 papers to CHI 2025. Congrats to our researchers!

#research #top-tier-work #kern #mayer #schmidt
Link to MCML at ICLR 2025: 52 Accepted Papers (35 Main, and 17 Workshops)

23.04.2025

MCML at ICLR 2025: 52 Accepted Papers (35 Main, and 17 Workshops)

We are happy to announce that MCML researchers have contributed a total of 52 papers to ICLR 2025: 35 Main, and 17 Workshop papers. Congrats to our researchers!

#research #top-tier-work #akata #bauer_u #bauer_u #bischl #cremers #feuerriegel #feurer #ghoshdastidar #guennemann #huellermeier #jegelka #kauermann #kern #kilbertus #kutyniok #nagler #ommer #plank #rueckert #ruegamer #schneider #schuetze #theis #thuerey
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2025-10-09 - Last modified: 2025-10-11