Jekyll2025-05-29T08:55:19+00:00https://proceedings.mlr.press/v202/feed.xmlProceedings of Machine Learning ResearchProceedings of the 40th International Conference on Machine Learning
Held in Honolulu, Hawaii, USA on 23-29 July 2023
Published as Volume 202 by the Proceedings of Machine Learning Research on 03 July 2023.
Volume Edited by:
Andreas Krause
Emma Brunskill
Kyunghyun Cho
Barbara Engelhardt
Sivan Sabato
Jonathan Scarlett
Series Editors:
Neil D. Lawrence
PMLRData Structures for Density Estimation2023-07-03T00:00:00+00:002023-07-03T00:00:00+00:00https://proceedings.mlr.press/v202/aamand23a[{"given"=>"Anders", "family"=>"Aamand"}, {"given"=>"Alexandr", "family"=>"Andoni"}, {"given"=>"Justin Y.", "family"=>"Chen"}, {"given"=>"Piotr", "family"=>"Indyk"}, {"given"=>"Shyam", "family"=>"Narayanan"}, {"given"=>"Sandeep", "family"=>"Silwal"}]ClusterFuG: Clustering Fully connected Graphs by Multicut2023-07-03T00:00:00+00:002023-07-03T00:00:00+00:00https://proceedings.mlr.press/v202/abbas23a[{"given"=>"Ahmed", "family"=>"Abbas"}, {"given"=>"Paul", "family"=>"Swoboda"}]Generalization on the Unseen, Logic Reasoning and Degree Curriculum2023-07-03T00:00:00+00:002023-07-03T00:00:00+00:00https://proceedings.mlr.press/v202/abbe23a[{"given"=>"Emmanuel", "family"=>"Abbe"}, {"given"=>"Samy", "family"=>"Bengio"}, {"given"=>"Aryo", "family"=>"Lotfi"}, {"given"=>"Kevin", "family"=>"Rizk"}]Toward Large Kernel Models2023-07-03T00:00:00+00:002023-07-03T00:00:00+00:00https://proceedings.mlr.press/v202/abedsoltan23a[{"given"=>"Amirhesam", "family"=>"Abedsoltan"}, {"given"=>"Mikhail", "family"=>"Belkin"}, {"given"=>"Parthe", "family"=>"Pandit"}]Expertise Trees Resolve Knowledge Limitations in Collective Decision-Making2023-07-03T00:00:00+00:002023-07-03T00:00:00+00:00https://proceedings.mlr.press/v202/abels23a[{"given"=>"Axel", "family"=>"Abels"}, {"given"=>"Tom", "family"=>"Lenaerts"}, {"given"=>"Vito", "family"=>"Trianni"}, {"given"=>"Ann", "family"=>"Nowe"}]Comparison of meta-learners for estimating multi-valued treatment heterogeneous effects2023-07-03T00:00:00+00:002023-07-03T00:00:00+00:00https://proceedings.mlr.press/v202/acharki23a[{"given"=>"Naoufal", "family"=>"Acharki"}, {"given"=>"Ramiro", "family"=>"Lugo"}, {"given"=>"Antoine", "family"=>"Bertoncello"}, {"given"=>"Josselin", "family"=>"Garnier"}]BNN-DP: Robustness Certification of Bayesian Neural Networks via Dynamic Programming2023-07-03T00:00:00+00:002023-07-03T00:00:00+00:00https://proceedings.mlr.press/v202/adams23a[{"given"=>"Steven", "family"=>"Adams"}, {"given"=>"Andrea", "family"=>"Patane"}, {"given"=>"Morteza", "family"=>"Lahijanian"}, {"given"=>"Luca", "family"=>"Laurenti"}]SAM operates far from home: eigenvalue regularization as a dynamical phenomenon2023-07-03T00:00:00+00:002023-07-03T00:00:00+00:00https://proceedings.mlr.press/v202/agarwala23a[{"given"=>"Atish", "family"=>"Agarwala"}, {"given"=>"Yann", "family"=>"Dauphin"}]Second-order regression models exhibit progressive sharpening to the edge of stability2023-07-03T00:00:00+00:002023-07-03T00:00:00+00:00https://proceedings.mlr.press/v202/agarwala23b[{"given"=>"Atish", "family"=>"Agarwala"}, {"given"=>"Fabian", "family"=>"Pedregosa"}, {"given"=>"Jeffrey", "family"=>"Pennington"}]Global optimality of Elman-type RNNs in the mean-field regime2023-07-03T00:00:00+00:002023-07-03T00:00:00+00:00https://proceedings.mlr.press/v202/agazzi23a[{"given"=>"Andrea", "family"=>"Agazzi"}, {"given"=>"Jianfeng", "family"=>"Lu"}, {"given"=>"Sayan", "family"=>"Mukherjee"}]