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43 Results
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Workshop
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AutoDiff: combining Auto-encoder and Diffusion model for tabular data synthesizing Namjoon Suh · Xiaofeng Lin · Din-Yin Hsieh · Mehrdad Honarkhah · Guang Cheng |
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Poster
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Thu 15:00 |
When Do Neural Nets Outperform Boosted Trees on Tabular Data? Duncan McElfresh · Sujay Khandagale · Jonathan Valverde · Vishak Prasad C · Ganesh Ramakrishnan · Micah Goldblum · Colin White |
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Workshop
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Continuous Diffusion for Mixed-Type Tabular Data Markus Mueller · Kathrin Gruber · Dennis Fok |
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Workshop
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Training-Free Generalization on Heterogeneous Tabular Data via Meta-Representation Han-Jia Ye · Qile Zhou · De-Chuan Zhan |
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Workshop
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Modeling string entries for tabular data prediction: do we need big large language models? Leo Grinsztajn · Myung Jun Kim · Edouard Oyallon · Gael Varoquaux |
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Workshop
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Fri 9:54 |
Training-Free Generalization on Heterogeneous Tabular Data via Meta-Representation Han-Jia Ye · Qile Zhou · De-Chuan Zhan |
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Workshop
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On Transferring Expert Knowledge from Tabular Data to Images Jun-Peng Jiang · Han-Jia Ye · Leye Wang · Yang Yang · Yuan Jiang · De-Chuan Zhan |
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Workshop
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On Transferring Expert Knowledge from Tabular Data to Images Jun-Peng Jiang · Han-Jia Ye · Leye Wang · Yang Yang · Yuan Jiang · De-Chuan Zhan |
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Workshop
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GCondNet: A Novel Method for Improving Neural Networks on Small High-Dimensional Tabular Data Andrei Margeloiu · Nikola Simidjievski · Pietro Lió · Mateja Jamnik |
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Workshop
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Fri 9:38 |
GCondNet: A Novel Method for Improving Neural Networks on Small High-Dimensional Tabular Data Andrei Margeloiu · Nikola Simidjievski · Pietro Lió · Mateja Jamnik |
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Workshop
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InterpreTabNet: Enhancing Interpretability of Tabular Data Using Deep Generative Models and Large Language Models Jacob Yoke Hong Si · Rahul Krishnan · Michael Cooper · Wendy Yusi Cheng |
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Workshop
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Unnormalized Density Estimation with Root Sobolev Norm Regularization Mark Kozdoba · Binyamin Perets · Shie Mannor |