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Workshop
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Fri 7:31
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TabPFGen – Tabular Data Generation with TabPFN
Jeremy (Junwei) Ma · Apoorv Dankar · George Stein · Guangwei Yu · Anthony Caterini
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Poster
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Wed 8:45
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High dimensional, tabular deep learning with an auxiliary knowledge graph
Camilo Ruiz · Hongyu Ren · Kexin Huang · Jure Leskovec
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Poster
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Tue 8:45
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Synthcity: a benchmark framework for diverse use cases of tabular synthetic data
Zhaozhi Qian · Rob Davis · Mihaela van der Schaar
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Workshop
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ReConTab: Regularized Contrastive Representation Learning for Tabular Data
Suiyao Chen · Jing Wu · NAIRA HOVAKIMYAN · Handong Yao
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Workshop
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Modern Hopfield Networks as Memory for Iterative Learning on Tabular Data
Bernhard Schäfl · Lukas Gruber · Angela Bitto · Sepp Hochreiter
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Workshop
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Tree-Regularized Tabular Embeddings
Xuan Li · Yun Wang · Bo Li
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Poster
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Thu 15:00
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On the Need for a Language Describing Distribution Shifts: Illustrations on Tabular Datasets
Jiashuo Liu · Tianyu Wang · Peng Cui · Hongseok Namkoong
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Poster
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Thu 8:45
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TabMT: Generating tabular data with masked transformers
Manbir Gulati · Paul Roysdon
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Workshop
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Elephants Never Forget: Testing Language Models for Memorization of Tabular Data
Sebastian Bordt · Harsha Nori · Rich Caruana
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Workshop
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Hopular: Modern Hopfield Networks for Tabular Data
Bernhard Schäfl · Lukas Gruber · Angela Bitto · Sepp Hochreiter
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Poster
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Thu 15:00
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Reimagining Synthetic Tabular Data Generation through Data-Centric AI: A Comprehensive Benchmark
Lasse Hansen · Nabeel Seedat · Mihaela van der Schaar · Andrija Petrovic
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Workshop
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Fri 9:54
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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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