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01.05.2024

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MCML at AISTATS 2024

Six Accepted Papers

27th International Conference on Artificial Intelligence and Statistics, Valencia, Spain, May 02-04, 2024

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

Main Track (6 papers)

V. Bengs • B. Haddenhorst • E. Hüllermeier
Identifying Copeland Winners in Dueling Bandits with Indifferences.
AISTATS 2024 - 27th International Conference on Artificial Intelligence and Statistics. Valencia, Spain, May 02-04, 2024. URL

D. Dold • D. Rügamer • B. Sick • O. Dürr
Bayesian Semi-structured Subspace Inference.
AISTATS 2024 - 27th International Conference on Artificial Intelligence and Statistics. Valencia, Spain, May 02-04, 2024. URL

P. Kolpaczki • M. Muschalik • F. Fumagalli • B. Hammer • E. Hüllermeier
SVARM-IQ: Efficient Approximation of Any-order Shapley Interactions through Stratification.
AISTATS 2024 - 27th International Conference on Artificial Intelligence and Statistics. Valencia, Spain, May 02-04, 2024. URL

N. PalmT. Nagler
An Online Bootstrap for Time Series.
AISTATS 2024 - 27th International Conference on Artificial Intelligence and Statistics. Valencia, Spain, May 02-04, 2024. URL

D. Rügamer
Scalable Higher-Order Tensor Product Spline Models.
AISTATS 2024 - 27th International Conference on Artificial Intelligence and Statistics. Valencia, Spain, May 02-04, 2024. URL

Z. Ye • G. Peyré • D. Cremers • P. Ablin
Enhancing Hypergradients Estimation: A Study of Preconditioning and Reparameterization.
AISTATS 2024 - 27th International Conference on Artificial Intelligence and Statistics. Valencia, Spain, May 02-04, 2024. URL GitHub

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

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