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41 Results
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Workshop
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Relational Data Generation with Graph Neural Networks and Latent Diffusion Models Valter Hudovernik |
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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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Workshop
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On the Efficiency of NLP-Inspired Methods for Tabular Deep Learning Soheila Samiee · Anton Thielmann |
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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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Improving LLM Group Fairness on Tabular Data via In-Context Learning Valeriia Cherepanova · Chia-Jung Lee · Nil-Jana Akpinar · Riccardo Fogliato · Martin Bertran · Michael Kearns · James Zou |
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Poster
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Fri 11:00 |
Sample Complexity Reduction via Policy Difference Estimation in Tabular Reinforcement Learning Adhyyan Narang · Andrew Wagenmaker · Lillian Ratliff · Kevin Jamieson |
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Workshop
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Improving LLM Group Fairness on Tabular Data via In-Context Learning Valeriia Cherepanova · Chia-Jung Lee · Nil-Jana Akpinar · Riccardo Fogliato · Martin Bertran · Michael Kearns · James Zou |
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Workshop
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Scaling Generative Tabular Learning for Large Language Models Yiming Sun · Xumeng Wen · Shun Zheng · Xiaowei Jia · Jiang Bian |
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Workshop
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GAMformer: Exploring In-Context Learning for Generalized Additive Models Andreas Mueller · Julien Siems · Harsha Nori · David Salinas · Arber Zela · Rich Caruana · Frank Hutter |
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Affinity Event
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Hyphatia: a Card-Not-Present Fraud Detection System based on Self-Supervised Tabular Learning Josue Genaro Almaraz-Rivera · Jose Antonio Cantoral-Ceballos · Juan Botero · Francisco Muñoz · Brian Martinez |
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Poster
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Thu 16:30 |
TabularBench: Benchmarking Adversarial Robustness for Tabular Deep Learning in Real-world Use-cases Thibault Simonetto · Salah GHAMIZI · Maxime Cordy |
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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 |