Tree-Regularized Tabular Embeddings

1 March 2024

Papers citing "Tree-Regularized Tabular Embeddings"

7 / 7 papers shown

Title
Do We Always Need the Simplicity Bias? Looking for Optimal Inductive Biases in the Wild Damien Teney Liangze Jiang Florin Gogianu Ehsan Abbasnejad 192 0 0 13 Mar 2025
LLM Embeddings for Deep Learning on Tabular Data Boshko Koloski Andrei Margeloiu Xiangjian Jiang Blaž Škrlj Nikola Simidjievski M. Jamnik LMTD 81 0 0 17 Feb 2025
Tokenize features, enhancing tables: the FT-TABPFN model for tabular classification Quangao Liu Wei Yang Chen Liang Longlong Pang Zhuozhang Zou 28 1 0 11 Jun 2024
ReConTab: Regularized Contrastive Representation Learning for Tabular Data Suiyao Chen Jing Wu N. Hovakimyan Handong Yao 39 33 0 28 Oct 2023
Rethinking Supervised Pre-training for Better Downstream Transferring Yutong Feng Jianwen Jiang Mingqian Tang R. L. Jin Yue Gao SSL 50 39 0 12 Oct 2021
Simple Modifications to Improve Tabular Neural Networks J. Fiedler LMTD 91 19 0 06 Aug 2021
TabTransformer: Tabular Data Modeling Using Contextual Embeddings Xin Huang A. Khetan Milan Cvitkovic Zohar Karnin ViT LMTD 157 420 0 11 Dec 2020