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tabular deep learning

6 papers

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Co-occurring keywords · papers mentioning both

numerical feature (2) gradient boosted decision tree (2) neural network (2) tabular data (2) classification model (1) robustification mechanism (1) multi-layer perceptron (1) hyperbolic tangent (1) retrieval-augmented model (1) threat model (1)

Papers

Embeddings for Numerical Features Using tanh Activation ACL 2025 TabM: Advancing tabular deep learning with parameter-efficient ensembling ICLR 2025 TabR: Tabular Deep Learning Meets Nearest Neighbors ICLR 2024 TabularBench: Benchmarking Adversarial Robustness for Tabular Deep Learning in Real-world Use-cases NeurIPS 2024 A Performance-Driven Benchmark for Feature Selection in Tabular Deep Learning NeurIPS 2023 On Embeddings for Numerical Features in Tabular Deep Learning NeurIPS 2022