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43 Results
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Poster
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Fri 11:00 |
Constrained Adaptive Attack: Effective Adversarial Attack Against Deep Neural Networks for Tabular Data Thibault Simonetto · Salah GHAMIZI · Maxime Cordy |
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Workshop
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Unlearning Tabular Data Without a "Forget Set'' Aviraj Newatia · Michael Cooper · Rahul Krishnan |
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Workshop
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ICE-T: Interactions-aware Cross-column Contrastive Embedding for Heterogeneous Tabular Datasets Tomas Tokar · Scott Sanner |
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Workshop
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Exploration of autoregressive models for in-context learning on tabular data Stefan Baur · Sohyeong Kim |
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Poster
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Wed 11:00 |
TabEBM: A Tabular Data Augmentation Method with Distinct Class-Specific Energy-Based Models Andrei Margeloiu · Xiangjian Jiang · Nikola Simidjievski · Mateja Jamnik |
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Workshop
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Distributionally robust self-supervised learning for tabular data Shantanu Ghosh · Tiankang Xie · Mikhail Kuznetsov |
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Poster
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Fri 16:30 |
A Data-Centric Perspective on Evaluating Machine Learning Models for Tabular Data Andrej Tschalzev · Sascha Marton · Stefan Lüdtke · Christian Bartelt · Heiner Stuckenschmidt |
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Workshop
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TabDeco: A Comprehensive Contrastive Framework for Decoupled Representations in Tabular Data Suiyao Chen · Jing Wu · Yunxiao Wang · Cheng Ji · Tianpei Xie · Daniel Cociorva · Michael Sharps · Cecile Levasseur · Hakan Brunzell |
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Workshop
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Sat 12:00 |
Adaptive and Robust Watermark for Generative Tabular Data Dung Ngo · Daniel Scott · Saheed Obitayo · Vamsi Potluru · Manuela Veloso |
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Poster
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Fri 16:30 |
HARMONIC: Harnessing LLMs for Tabular Data Synthesis and Privacy Protection Yuxin Wang · Duanyu Feng · Yongfu Dai · Zhengyu Chen · Jimin Huang · Sophia Ananiadou · Qianqian Xie · Hao Wang |
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Workshop
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RES-RAG: Residual-aware RAG for Realistic Tabular Data Generation Liancheng Fang · Aiwei Liu · Hengrui Zhang · Henry Zou · Weizhi Zhang · Philip S Yu |
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Workshop
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Sat 10:35 |
Large Language Models Engineer Too Many Simple Features for Tabular Data Jaris Küken · Lennart Purucker · Frank Hutter |