Home | News

01.12.2021

Teaser image to MCML at NeurIPS 2021

 

MCML at NeurIPS 2021

35th Conference on Neural Information Processing Systems (NeurIPS 2021), December 6–14, 2021, Virtual

We are happy to announce that MCML researchers are represented at NeurIPS 2021.

We are happy to announce that MCML researchers are represented with 7 papers at NeurIPS 2021:

B. Bischl, G. Casalicchio, M. Feurer, P. Gijsbers, F. Hutter, M. Lang, R. G. Mantovani, J. N. van Rijn and J. Vanschoren.
OpenML Benchmarking Suites.
URL.
M. Mittermeier, M. Weigert and D. Rügamer.
Identifying the atmospheric drivers of drought and heat using a smoothed deep learning approach. (Workshop paper).
PDF.
J. Moosbauer, J. Herbinger, G. Casalicchio, M. Lindauer and B. Bischl.
Explaining Hyperparameter Optimization via Partial Dependence Plots.
URL. GitHub.
T. Weber, M. Ingrisch, B. Bischl and D. Rügamer.
Towards modelling hazard factors in unstructured data spaces using gradient-based latent interpolation. (Workshop paper).
PDF.
T. Weber, M. Ingrisch, M. Fabritius, B. Bischl and D. Rügamer.
Survival-oriented embeddings for improving accessibility to complex data structures. (Workshop paper).
arXiv.
M. Weber, J. Xie, M. Collins, Y. Zhu, H. Adam, B. Green, A. Geiger, D. Cremers, A. Ošep, L. Leal-Taixé, P. Voigtlaender and B. Chen.
STEP: Segmenting and Tracking Every Pixel.
PDF.
Y. Zhang, A. Khakzar, Y. Li, A. Farshad, S. T. Kim and N. Navab.
Fine-Grained Neural Network Explanation by Identifying Input Features with Predictive Information.
URL.

01.12.2021

Subscribe to RSS News feed

Related

Link to Better Data, Smarter AI: Why Quality Matters – with Frauke Kreuter

 

11.06.2025

Better Data, Smarter AI: Why Quality Matters – With Frauke Kreuter

In our new research film, Frauke Kreuter explains how data quality shapes fair, reliable, and socially responsible AI systems.

Link to

 

10.06.2025

MCML Researchers With 30 Papers at CVPR 2025

IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR 2025). Nashville, TN, USA, 11.06.2025 - 15.06.2025

Link to Call for Papers for NLPOR - First Workshop on Bridging NLP and Public Opinion Research

 

20.05.2025

Call for Papers for NLPOR - First Workshop on Bridging NLP and Public Opinion Research

This interdisciplinary workshop explores the powerful connections between Natural Language Processing (NLP) and Public Opinion Research (POR).

Link to

 

02.05.2025

MCML Researchers With Five Papers at AISTATS 2025

28th International Conference on Artificial Intelligence and Statistics (AISTATS 2025). Mai Khao, Thailand, 29.04.2025 - 05.05.2024

Link to MCML Delegation Visit to the USA

 

28.04.2025

MCML Delegation Visit to the USA

MCML delegation visits top US institutions to foster AI research collaborations in Generative and Medical AI, May 19–23, 2025.