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567 Results
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Poster
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Tue 14:00 |
Data-IQ: Characterizing subgroups with heterogeneous outcomes in tabular data Nabeel Seedat · Jonathan Crabbé · Ioana Bica · Mihaela van der Schaar |
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Poster
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Thu 14:00 |
[Re] Replication study of 'Data-Driven Methods for Balancing Fairness and Efficiency in Ride-Pooling' Vera Neplenbroek · Sabijn Perdijk · Victor Prins |
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Poster
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Wed 9:00 |
OpenFilter: A Framework to Democratize Research Access to Social Media AR Filters Piera Riccio · Bill Psomas · Francesco Galati · Francisco Escolano · Thomas Hofmann · Nuria Oliver |
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Poster
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Tue 14:00 |
Data-Driven Offline Decision-Making via Invariant Representation Learning Han Qi · Yi Su · Aviral Kumar · Sergey Levine |
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Poster
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Wed 9:00 |
Beyond IID: data-driven decision-making in heterogeneous environments Omar Besbes · Will Ma · Omar Mouchtaki |
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Poster
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Thu 14:00 |
BigBio: A Framework for Data-Centric Biomedical Natural Language Processing Jason Fries · Leon Weber · Natasha Seelam · Gabriel Altay · Debajyoti Datta · Samuele Garda · Sunny Kang · Rosaline Su · Wojciech Kusa · Samuel Cahyawijaya · Fabio Barth · Simon Ott · Matthias Samwald · Stephen Bach · Stella Biderman · Mario Sänger · Bo Wang · Alison Callahan · Daniel León Periñán · Théo Gigant · Patrick Haller · Jenny Chim · Jose Posada · John Giorgi · Karthik Rangasai Sivaraman · Marc Pàmies · Marianna Nezhurina · Robert Martin · Michael Cullan · Moritz Freidank · Nathan Dahlberg · Shubhanshu Mishra · Shamik Bose · Nicholas Broad · Yanis Labrak · Shlok Deshmukh · Sid Kiblawi · Ayush Singh · Minh Chien Vu · Trishala Neeraj · Jonas Golde · Albert Villanova del Moral · Benjamin Beilharz |
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Panel
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Tue 17:45 |
Panel 2B-2: One Positive Label… & Calibrated Data-Dependent Constraints… Songkai Xue · Ning Xu |
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Poster
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Thu 9:00 |
OpenFWI: Large-scale Multi-structural Benchmark Datasets for Full Waveform Inversion Chengyuan Deng · Shihang Feng · Hanchen Wang · Xitong Zhang · Peng Jin · Yinan Feng · Qili Zeng · Yinpeng Chen · Youzuo Lin |
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Invited Talk
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Thu 7:30 |
The Data-Centric Era: How ML is Becoming an Experimental Science Isabelle Guyon |
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Poster
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Tue 9:00 |
FinRL-Meta: Market Environments and Benchmarks for Data-Driven Financial Reinforcement Learning Xiao-Yang Liu · Ziyi Xia · Jingyang Rui · Jiechao Gao · Hongyang Yang · Ming Zhu · Christina Wang · Zhaoran Wang · Jian Guo |
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Poster
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Thu 14:00 |
Is one annotation enough? - A data-centric image classification benchmark for noisy and ambiguous label estimation Lars Schmarje · Vasco Grossmann · Claudius Zelenka · Sabine Dippel · Rainer Kiko · Mariusz Oszust · Matti Pastell · Jenny Stracke · Anna Valros · Nina Volkmann · Reinhard Koch |
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Poster
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Wed 14:00 |
A Data-Augmentation Is Worth A Thousand Samples: Analytical Moments And Sampling-Free Training Randall Balestriero · Ishan Misra · Yann LeCun |