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64 Results
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Expo Talk Panel
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Wed 13:00 |
Deep tabular data Doron Bergman |
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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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Fri 16:30 |
Interpretable Mesomorphic Networks for Tabular Data Arlind Kadra · Sebastian Pineda Arango · Josif Grabocka |
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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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Poster
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Thu 16:30 |
Large Scale Transfer Learning for Tabular Data via Language Modeling Josh Gardner · Juan Perdomo · Ludwig Schmidt |
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Poster
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Thu 16:30 |
Better by default: Strong pre-tuned MLPs and boosted trees on tabular data David Holzmüller · Leo Grinsztajn · Ingo Steinwart |
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Affinity Event
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Overlap Detection improves Tabular Data Synthesizers for Imbalanced Datasets Annie Dsouza · Swetha Magesh · Sunita Sarawagi |
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Poster
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Thu 16:30 |
IncomeSCM: From tabular data set to time-series simulator and causal estimation benchmark Fredrik Johansson |
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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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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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Thu 16:30 |
Retrieval & Fine-Tuning for In-Context Tabular Models Valentin Thomas · Junwei Ma · Rasa Hosseinzadeh · Keyvan Golestan · Guangwei Yu · Maks Volkovs · Anthony Caterini |
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Affinity Event
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Tue 9:20 |
Hyphatia: a Card-Not-Present Fraud Detection System based on Self-Supervised Tabular Learning Josue Genaro Almaraz-Rivera |