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Poster
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Wed 11:00
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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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Poster
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Fri 11:00
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Sample Complexity Reduction via Policy Difference Estimation in Tabular Reinforcement Learning
Adhyyan Narang · Andrew Wagenmaker · Lillian Ratliff · Kevin Jamieson
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Poster
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Fri 11:00
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Constrained Adaptive Attack: Effective Adversarial Attack Against Deep Neural Networks for Tabular Data
Thibault Simonetto · Salah GHAMIZI · Maxime Cordy
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Poster
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Wed 16:30
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EPIC: Effective Prompting for Imbalanced-Class Data Synthesis in Tabular Data Classification via Large Language Models
Jinhee Kim · Taesung Kim · Jaegul Choo
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Poster
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Wed 16:30
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D2R2: Diffusion-based Representation with Random Distance Matching for Tabular Few-shot Learning
Ruoxue Liu · Linjiajie Fang · Wenjia Wang · Bingyi Jing
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Poster
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Wed 11:00
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Drift-Resilient TabPFN: In-Context Learning Temporal Distribution Shifts on Tabular Data
Kai Helli · David Schnurr · Noah Hollmann · Samuel Müller · Frank Hutter
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Workshop
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Sat 12:00
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Adaptive and Robust Watermark for Generative Tabular Data
Dung Ngo · Daniel Scott · Saheed Obitayo · Vamsi Potluru · Manuela Veloso
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Workshop
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Sat 10:00
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Yasemin Altun (Google DeepMind): Advancements in Structure-Aware Reasoning for Tabular Data
Yasemin Altun
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Workshop
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Augmenting Small-size Tabular Data with 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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Workshop
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Adaptivee: Adaptive Ensemble for Tabular Data
Dawid Płudowski · Katarzyna Woźnica
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Affinity Event
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Tue 9:20
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Hyphatia: a Card-Not-Present Fraud Detection System based on Self-Supervised Tabular Learning
Josue Genaro Almaraz-Rivera
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