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Poster
Wed 14:00 LAION-5B: An open large-scale dataset for training next generation image-text models
Christoph Schuhmann · Romain Beaumont · Richard Vencu · Cade Gordon · Ross Wightman · Mehdi Cherti · Theo Coombes · Aarush Katta · Clayton Mullis · Mitchell Wortsman · Patrick Schramowski · Srivatsa Kundurthy · Katherine Crowson · Ludwig Schmidt · Robert Kaczmarczyk · Jenia Jitsev
Poster
[Re] Reproducibility Study of “Counterfactual Generative Networks”
Piyush Bagad · Paul Hilders · Jesse Maas · Danilo de Goede
Poster
Thu 9:00 A Consolidated Cross-Validation Algorithm for Support Vector Machines via Data Reduction
Boxiang Wang · Archer Yang
Poster
Wed 14:00 Do Current Multi-Task Optimization Methods in Deep Learning Even Help?
Derrick Xin · Behrooz Ghorbani · Justin Gilmer · Ankush Garg · Orhan Firat
Panel
Wed 10:45 Panel 3A-4: Reproducibility in Optimization:… & A framework for…
Kwangjun Ahn · Mathieu Dagréou
Poster
Wed 9:00 Reproducibility in Optimization: Theoretical Framework and Limits
Kwangjun Ahn · Prateek Jain · Ziwei Ji · Satyen Kale · Praneeth Netrapalli · Gil I Shamir
Poster
Thu 9:00 Positively Weighted Kernel Quadrature via Subsampling
Satoshi Hayakawa · Harald Oberhauser · Terry Lyons
Poster
Wed 14:00 On the Spectral Bias of Convolutional Neural Tangent and Gaussian Process Kernels
Amnon Geifman · Meirav Galun · David Jacobs · Basri Ronen
Poster
Thu 14:00 Generalization Bounds with Minimal Dependency on Hypothesis Class via Distributionally Robust Optimization
Yibo Zeng · Henry Lam
Poster
Tue 9:00 Modeling the Machine Learning Multiverse
Samuel J. Bell · Onno Kampman · Jesse Dodge · Neil Lawrence
Poster
Tue 14:00 Learning Dynamical Systems via Koopman Operator Regression in Reproducing Kernel Hilbert Spaces
Vladimir Kostic · Pietro Novelli · Andreas Maurer · Carlo Ciliberto · Lorenzo Rosasco · Massimiliano Pontil
Poster
Thu 14:00 Benchopt: Reproducible, efficient and collaborative optimization benchmarks
Thomas Moreau · Mathurin Massias · Alexandre Gramfort · Pierre Ablin · Pierre-Antoine Bannier · Benjamin Charlier · Mathieu Dagréou · Tom Dupre la Tour · Ghislain DURIF · Cassio F. Dantas · Quentin Klopfenstein · Johan Larsson · En Lai · Tanguy Lefort · Benoît Malézieux · Badr MOUFAD · Binh T. Nguyen · Alain Rakotomamonjy · Zaccharie Ramzi · Joseph Salmon · Samuel Vaiter