Search All 2022 Events
 

24 Results

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Poster
Wed 9:00 TransTab: Learning Transferable Tabular Transformers Across Tables
Zifeng Wang · Jimeng Sun
Workshop
Diffusion models for missing value imputation in tabular data
Shuhan Zheng · Nontawat Charoenphakdee
Workshop
Adversarial Robustness for Tabular Data through Cost and Utility Awareness
Klim Kireev · Bogdan Kulynych · Carmela Troncoso
Poster
Wed 9:00 Subgroup Robustness Grows On Trees: An Empirical Baseline Investigation
Josh Gardner · Zoran Popovic · Ludwig Schmidt
Poster
Wed 14:00 On Embeddings for Numerical Features in Tabular Deep Learning
Yury Gorishniy · Ivan Rubachev · Artem Babenko
Poster
Tue 14:00 Data-IQ: Characterizing subgroups with heterogeneous outcomes in tabular data
Nabeel Seedat · Jonathan Crabbé · Ioana Bica · Mihaela van der Schaar
Affinity Workshop
Modern Hopfield Networks for Iterative Learning on Tabular Data
Bernhard Schäfl · Lukas Gruber · Angela Bitto · Sepp Hochreiter
Poster
Thu 9:00 Why do tree-based models still outperform deep learning on typical tabular data?
Leo Grinsztajn · Edouard Oyallon · Gael Varoquaux
Workshop
Explanation Shift: Detecting distribution shifts on tabular data via the explanation space
Carlos Mougan · Klaus Broelemann · Gjergji Kasneci · Thanassis Tiropanis · Steffen Staab
Workshop
STab: Self-supervised Learning for Tabular Data
Ehsan Hajiramezanali · Max Shen · Gabriele Scalia · Nathaniel Diamant
Workshop
Structural Embedding of Data Files with MAGRITTE
Gerardo Vitagliano · Mazhar Hameed · Felix Naumann
Workshop
Fri 10:00 Transfer Learning with Deep Tabular Models
Roman Levin · Valeriia Cherepanova · Avi Schwarzschild · Arpit Bansal · C. Bayan Bruss · Tom Goldstein · Andrew Wilson · Micah Goldblum