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22.01.2026

From Global to Regional Explanations: Understanding Models More Locally

MCML Research Insight - With Giuseppe Casalicchio, Thomas Nagler and Bernd Bischl

Machine-learning models can be powerful, but understanding why they behave the way they do is often much harder. Early global interpretability tools were designed to show how each feature affects the …

#blog #research #bischl #nagler

12.09.2025

MCML at ECML-PKDD 2025

Nine Accepted Papers (6 Main, and 3 Workshops)

We are happy to announce that MCML researchers have contributed a total of 9 papers to ECML-PKDD 2025: 6 Main, and 3 Workshop papers. Congrats to our researchers!

#research #top-tier-work #bischl #huellermeier #nagler #ruegamer #seidl

18.07.2025

MCML at UAI 2025

Three Accepted Papers

We are happy to announce that MCML researchers have contributed a total of 3 papers to UAI 2025. Congrats to our researchers!

#research #top-tier-work #drton #huellermeier #nagler #ruegamer

11.07.2025

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 #drton #feuerriegel #fornasier #fortuin #fraser #guennemann #huellermeier #jegelka #kern #kilbertus #krahmer #kreuter #kutyniok #nagler #ruegamer #schubert #schuetze #seidl #sra

02.05.2025

MCML at AISTATS 2025

Five Accepted Papers

We are happy to announce that MCML researchers have contributed a total of 5 papers to AISTATS 2025. Congrats to our researchers!

#research #top-tier-work #maly #nagler #ruegamer #tresp

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 #bischl #cremers #feuerriegel #feurer #fortuin #guennemann #huellermeier #jegelka #kaissis #kauermann #kern #kilbertus #kutyniok #menten #nagler #ommer #plank #rueckert #ruegamer #schneider #schubert #schuetze #theis #thuerey #tresp #wang-xi

Link to MCML Researchers in Highly-Ranked Journals

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02.01.2025

MCML Researchers in Highly-Ranked Journals

163 Papers in 2025 Highlight Scientific Impact

We are happy to announce that MCML researchers are represented in 2025 with 163 papers in highly-ranked journals. Congrats to our researchers!

#research #top-tier-work #akata #althoff #bauer-s #bischl #boulesteix #busam #cremers #dietrich #drton #feuerriegel #fornasier #fortuin #gagneur #gruen #huellermeier #ingrisch #kauermann #kilbertus #krahmer #kreuter #kuechenhoff #kutyniok #lange #marr #menten #mueller #nagler #navab #nyholm #ommer #rauhut #rinke #rueckert #ruegamer #schnabel #schueffler #schuetze #schuller #stein #theis #wachinger #wiestler #zhu

09.12.2024

MCML at NeurIPS 2024

31 Accepted Papers (23 Main, and 8 Workshops)

We are happy to announce that MCML researchers have contributed a total of 31 papers to NeurIPS 2024: 23 Main, and 8 Workshop papers. Congrats to our researchers!

#research #top-tier-work #akata #althoff #bauer-s #bischl #cremers #feuerriegel #feurer #fornasier #fortuin #guennemann #huellermeier #jegelka #kilbertus #krahmer #kutyniok #nagler #ommer #plank #rauhut #ruegamer #schubert #schuetze #seidl #thuerey #tresp #wachinger #westermann

19.07.2024

MCML at ICML 2024

24 Accepted Papers (17 Main, and 7 Workshops)

We are happy to announce that MCML researchers have contributed a total of 24 papers to ICML 2024: 17 Main, and 7 Workshop papers. Congrats to our researchers!

#research #top-tier-work #akata #bischl #boulesteix #cremers #drton #feuerriegel #feurer #fortuin #guennemann #huellermeier #kaissis #kern #kreuter #nagler #plank #rueckert #ruegamer #seidl #theis #tresp

15.07.2024

MCML at UAI 2024

Three Accepted Papers

We are happy to announce that MCML researchers have contributed a total of 3 papers to UAI 2024. Congrats to our researchers!

#research #top-tier-work #bischl #huellermeier #nagler #ruegamer

01.05.2024

MCML at AISTATS 2024

Six Accepted Papers

We are happy to announce that MCML researchers have contributed a total of 6 papers to AISTATS 2024. Congrats to our researchers!

#research #top-tier-work #cremers #huellermeier #nagler #ruegamer

©Joachim Wendler - stock-adobe.com

02.01.2024

MCML Researchers in Highly-Ranked Journals

93 Papers in 2024 Highlight Scientific Impact

We are happy to announce that MCML researchers are represented in 2024 with 93 papers in highly-ranked journals. Congrats to our researchers!

#research #top-tier-work #bauer-s #bischl #boulesteix #cremers #drton #feuerriegel #feurer #fornasier #gagneur #huellermeier #ingrisch #kilbertus #kuechenhoff #kutyniok #lange #leutenegger #maly #menten #nagler #navab #ommer #rauhut #rueckert #ruegamer #scheipl #schmidt #schnabel #schueffler #schuller #seidl #theis #wachinger #wiestler #zhu

28.07.2023

MCML at UAI 2023

Three Accepted Papers

We are happy to announce that MCML researchers have contributed a total of 3 papers to UAI 2023. Congrats to our researchers!

#research #top-tier-work #bischl #huellermeier #nagler

21.07.2023

MCML at ICML 2023

Nine Accepted Papers (8 Main, and 1 Workshop)

We are happy to announce that MCML researchers have contributed a total of 9 papers to ICML 2023: 8 Main, and 1 Workshop papers. Congrats to our researchers!

#research #top-tier-work #bauer-u #cremers #feuerriegel #guennemann #huellermeier #kutyniok #nagler #ruegamer

02.01.2023

MCML Researchers in Highly-Ranked Journals

45 Papers in 2023 Highlight Scientific Impact

We are happy to announce that MCML researchers are represented in 2023 with 45 papers in highly-ranked journals. Congrats to our researchers!

#research #top-tier-work #bischl #boulesteix #cremers #feuerriegel #fornasier #gagneur #guennemann #huellermeier #ingrisch #kaissis #kauermann #krahmer #kuechenhoff #kutyniok #leutenegger #maly #mueller #nagler #nyholm #rueckert #ruegamer #theis #wachinger #zhu

02.01.2022

MCML Researchers in Highly-Ranked Journals

28 Papers in 2022 Highlight Scientific Impact

We are happy to announce that MCML researchers are represented in 2022 with 28 papers in highly-ranked journals. Congrats to our researchers!

#research #top-tier-work #bischl #boulesteix #cremers #drton #huellermeier #kauermann #kreuter #kuechenhoff #leal-taixe #nagler #ruegamer #scheipl #theis #tresp