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18.07.2023

Teaser image to MCML at ICML 2023

 

MCML at ICML 2023

40th International Conference on Machine Learning (ICML 2023). Honolulu, Hawaii, July 23-29, 2023

We are happy to announce that MCML researchers are represented with 8 papers at ICML 2023:

S. Alberti, N. Dern, L. Thesing and G. Kutyniok.
Sumformer: Universal Approximation for Efficient Transformers. (Workshop paper).
URL.
V. Bengs, E. Hüllermeier and W. Waegeman.
On Second-Order Scoring Rules for Epistemic Uncertainty Quantification.
URL.
M. Biloš, K. Rasul, A. Schneider, Y. Nevmyvaka and S. Günnemann.
Modeling Temporal Data as Continuous Functions with Process Diffusion.
URL.
V. Melnychuk, D. Frauen and S. Feuerriegel.
Normalizing Flows for Interventional Density Estimation.
URL.
T. Nagler.
Statistical Foundations of Prior-Data Fitted Networks.
URL.
D. Rügamer.
A New PHO-rmula for Improved Performance of Semi-Structured Networks.
URL.
N. Stucki, J. C. Paetzold, S. Shit, B. Menze and U. Bauer.
Topologically faithful image segmentation via induced matching of persistence barcodes.
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C. Tomani, F. Waseda, Y. Shen and D. Cremers.
Beyond In-Domain Scenarios: Robust Density-Aware Calibration.
URL.

18.07.2023

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