Home  | News

16.07.2021

Tiny logo
Teaser image to MCML at ICML 2021

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

Related

Link to Nikita Araslanov Receives Prestigious Emmy Noether Grant

09.04.2026

Nikita Araslanov Receives Prestigious Emmy Noether Grant

Nikita Araslanov, MCML Junior Member, awarded Emmy Noether Grant to establish an independent AI research group at TUM.

Read more
Link to How AI Avatars Shape Perceived Fairness

02.04.2026

How AI Avatars Shape Perceived Fairness

Accepted at CHI 2026, this study shows how the race and gender of AI interview avatars shape perceptions of fairness and bias in automated hiring.

Read more
Link to GRaM Competition @ ICLR 2026

31.03.2026

GRaM Competition @ ICLR 2026

GRaM Competition 2026 challenges participants to predict airflow dynamics using AI on 3D geometries. Deadline: April 22 (AoE).

Read more
Link to How can a machine understand the world in 3D?

31.03.2026

How Can a Machine Understand the World in 3D?

Interview with Benjamin Busam on creating 3D digital twins using AI, robotics, and multimodal data for real-world modeling.

Read more
Link to Cybersecurity: “Even smart light bulbs harbor risks”

24.03.2026

Cybersecurity: “Even Smart Light Bulbs Harbor Risks”

Interview with computer science expert Johannes Kinder on digital security in everyday life.

Read more
Back to Top