Home  | News

16.07.2021

Tiny logo
Teaser image to MCML at ICML 2021

Four Accepted Papers (2 Main, and 2 Workshops)

38th International Conference on Machine Learning, Virtual, Jul 18-24, 2021

We are happy to announce that MCML researchers have contributed a total of 4 papers to ICML 2021: 2 Main, and 2 Workshop papers. Congrats to our researchers!

Main Track (2 papers)

M. Biloš • S. Günnemann
Scalable Normalizing Flows for Permutation Invariant Densities.
ICML 2021 - 38th International Conference on Machine Learning. Virtual, Jul 18-24, 2021. URL

T. Frerix • D. Kochkov • J. Smith • D. Cremers • M. Brenner • S. Hoyer
Variational Data Assimilation with a Learned Inverse Observation Operator.
ICML 2021 - 38th International Conference on Machine Learning. Virtual, Jul 18-24, 2021. Spotlight Presentation. URL

Workshops (2 papers)

G. König • T. Freiesleben • M. Grosse-Wentrup
A causal perspective on meaningful and robust algorithmic recourse.
Algorithmic Recourse @ICML 2021 - Workshop on Algorithmic Recourse at the 38th International Conference on Machine Learning. Virtual, Jul 18-24, 2021. URL

J. MoosbauerJ. HerbingerG. Casalicchio • M. Lindauer • B. Bischl
Towards Explaining Hyperparameter Optimization via Partial Dependence Plots.
AutoML @ICML 2021 - 8th Workshop on Automated Machine Learning at the 38th International Conference on Machine Learning. Virtual, Jul 18-24, 2021. URL

#research #top-tier-work #bischl #cremers #grosse-wentrup #guennemann
Subscribe to RSS News feed

Related

Link to World’s First Complete 3D Model of All Buildings Released

04.12.2025

World’s First Complete 3D Model of All Buildings Released

Xiaoxiang Zhu’s team releases GlobalBuildingAtlas, a high-res 3D map of 2.75B buildings for advanced urban and climate analysis.

Link to When to Say "I’m Not Sure": Making Language Models More Self-Aware

04.12.2025

When to Say "I’m Not Sure": Making Language Models More Self-Aware

ICLR 2025 research by the groups of David Rügamer, and Bernd Bischl introduces methods to make LLMs more reliable by expressing uncertainty.

Link to

28.11.2025

MCML at NeurIPS 2025

MCML researchers are represented with 46 papers at NeurIPS 2025 (37 Main, and 9 Workshops).

Link to Seeing the Bigger Picture – One Detail at a Time

27.11.2025

Seeing the Bigger Picture – One Detail at a Time

FLAIR, introduced by Zeynep Akata’s group at CVPR 2025, brings fine-grained, text-guided detail recognition to vision-language models.

Link to InterACT Workshop 2025

25.11.2025

InterACT Workshop 2025

InterACT gathered 24 researchers in Munich for intensive xAI collaboration, generating new ideas, joint projects, and a EurIPS 2025 workshop paper.

Back to Top