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Arithmetic Feature Interaction Is Necessary for Deep Tabular Learning

Arithmetic Feature Interaction Is Necessary for Deep Tabular Learning

4 February 2024
Yi Cheng
Renjun Hu
Haochao Ying
Xing Shi
Jian Wu
Wei Lin
    LMTD
ArXivPDFHTML

Papers citing "Arithmetic Feature Interaction Is Necessary for Deep Tabular Learning"

4 / 4 papers shown
Title
EasyRec: An easy-to-use, extendable and efficient framework for building
  industrial recommendation systems
EasyRec: An easy-to-use, extendable and efficient framework for building industrial recommendation systems
Mengli Cheng
Yue Gao
Guoqiang Liu
Hongsheng Jin
Xiaowen Zhang
26
4
0
26 Sep 2022
Sparse Interaction Additive Networks via Feature Interaction Detection
  and Sparse Selection
Sparse Interaction Additive Networks via Feature Interaction Detection and Sparse Selection
James Enouen
Yan Liu
21
19
0
19 Sep 2022
Pyramid Vision Transformer: A Versatile Backbone for Dense Prediction
  without Convolutions
Pyramid Vision Transformer: A Versatile Backbone for Dense Prediction without Convolutions
Wenhai Wang
Enze Xie
Xiang Li
Deng-Ping Fan
Kaitao Song
Ding Liang
Tong Lu
Ping Luo
Ling Shao
ViT
263
3,622
0
24 Feb 2021
Neural Oblivious Decision Ensembles for Deep Learning on Tabular Data
Neural Oblivious Decision Ensembles for Deep Learning on Tabular Data
Sergei Popov
S. Morozov
Artem Babenko
LMTD
83
294
0
13 Sep 2019
1