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2106.11959
Cited By
Revisiting Deep Learning Models for Tabular Data
22 June 2021
Yu. V. Gorishniy
Ivan Rubachev
Valentin Khrulkov
Artem Babenko
LMTD
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Papers citing
"Revisiting Deep Learning Models for Tabular Data"
50 / 351 papers shown
Title
PTaRL: Prototype-based Tabular Representation Learning via Space Calibration
Hangting Ye
Wei Fan
Xiaozhuang Song
Shun Zheng
He Zhao
Dandan Guo
Yi Chang
OOD
40
18
0
07 Jul 2024
TALENT: A Tabular Analytics and Learning Toolbox
Si-Yang Liu
Hao-Run Cai
Qi-Le Zhou
Han-Jia Ye
LMTD
33
4
0
04 Jul 2024
FairJob: A Real-World Dataset for Fairness in Online Systems
Mariia Vladimirova
Federico Pavone
Eustache Diemert
42
1
0
03 Jul 2024
A Data-Centric Perspective on Evaluating Machine Learning Models for Tabular Data
Andrej Tschalzev
Sascha Marton
Stefan Lüdtke
Christian Bartelt
Heiner Stuckenschmidt
LMTD
39
4
0
02 Jul 2024
TrialBench: Multi-Modal Artificial Intelligence-Ready Clinical Trial Datasets
Jintai Chen
Yaojun Hu
Yue Wang
Yingzhou Lu
Xu Cao
...
Jimeng Sun
Lucas Glass
Kexin Huang
Marinka Zitnik
Tianfan Fu
49
18
0
30 Jun 2024
Fast Optimizer Benchmark
Simon Blauth
Tobias Bürger
Zacharias Häringer
Jörg Franke
Frank Hutter
42
0
0
26 Jun 2024
Compressing Search with Language Models
Thomas Mulc
Jennifer L. Steele
60
1
0
24 Jun 2024
Fine-grained Attention in Hierarchical Transformers for Tabular Time-series
Raphaël Azorin
Zied Ben-Houidi
Massimo Gallo
A. Finamore
Pietro Michiardi
AI4TS
LMTD
60
0
0
21 Jun 2024
Text Serialization and Their Relationship with the Conventional Paradigms of Tabular Machine Learning
Kyoka Ono
Simon A. Lee
LMTD
24
7
0
19 Jun 2024
Large Scale Transfer Learning for Tabular Data via Language Modeling
Josh Gardner
Juan C. Perdomo
Ludwig Schmidt
LMTD
36
13
0
17 Jun 2024
StrucText-Eval: An Autogenerated Benchmark for Evaluating Large Language Model's Ability in Structure-Rich Text Understanding
Zhouhong Gu
Haoning Ye
Zeyang Zhou
Hongwei Feng
Yanghua Xiao
ELM
52
1
0
15 Jun 2024
Optimized Feature Generation for Tabular Data via LLMs with Decision Tree Reasoning
Jaehyun Nam
Kyuyoung Kim
Seunghyuk Oh
Jihoon Tack
Jaehyung Kim
Jinwoo Shin
LMTD
39
9
0
12 Jun 2024
ExioML: Eco-economic dataset for Machine Learning in Global Sectoral Sustainability
Yanming Guo
Charles Guan
Jin Ma
24
2
0
11 Jun 2024
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
A Survey of Meta-features Used for Automated Selection of Algorithms for Black-box Single-objective Continuous Optimization
Gjorgjina Cenikj
Ana Nikolikj
Gašper Petelin
Niki van Stein
Carola Doerr
T. Eftimov
46
1
0
08 Jun 2024
Investigating Memory Failure Prediction Across CPU Architectures
Qiao Yu
Wengui Zhang
Min Zhou
Jialiang Yu
Zhenli Sheng
Jasmin Bogatinovski
Jorge Cardoso
O. Kao
24
1
0
08 Jun 2024
TabMDA: Tabular Manifold Data Augmentation for Any Classifier using Transformers with In-context Subsetting
Andrei Margeloiu
A. Bazaga
Nikola Simidjievski
Pietro Lió
M. Jamnik
LMTD
46
5
0
03 Jun 2024
Cross-Table Pretraining towards a Universal Function Space for Heterogeneous Tabular Data
Jintai Chen
Zhen Lin
Qiyuan Chen
Jimeng Sun
LMTD
36
0
0
01 Jun 2024
Faces of the Mind: Unveiling Mental Health States Through Facial Expressions in 11,427 Adolescents
Xiao Xu
Keyin Zhou
Yan Zhang
Yang Wang
Fei-Yue Wang
Xizhe Zhang
45
1
0
30 May 2024
MultiOOD: Scaling Out-of-Distribution Detection for Multiple Modalities
Hao Dong
Yue Zhao
Eleni Chatzi
Olga Fink
OODD
37
11
0
27 May 2024
Mixture of In-Context Prompters for Tabular PFNs
Derek Xu
Olcay Cirit
Reza Asadi
Yizhou Sun
Wei Wang
31
9
0
25 May 2024
Watermarking Generative Tabular Data
Hengzhi He
Peiyu Yu
Junpeng Ren
Ying Nian Wu
Guang Cheng
59
4
0
22 May 2024
Challenging Gradient Boosted Decision Trees with Tabular Transformers for Fraud Detection at Booking.com
Sergei Krutikov
Bulat Khaertdinov
Rodion Kiriukhin
Shubham Agrawal
Kees Jan de Vries
LMTD
48
0
0
22 May 2024
Mitigating Overconfidence in Out-of-Distribution Detection by Capturing Extreme Activations
Mohammad Azizmalayeri
Ameen Abu-Hanna
Giovanni Cina
OODD
47
1
0
21 May 2024
Binning as a Pretext Task: Improving Self-Supervised Learning in Tabular Domains
Kyungeun Lee
Ye Seul Sim
Hye-Seung Cho
Moonjung Eo
Suhee Yoon
Sanghyu Yoon
Woohyung Lim
SSL
35
5
0
13 May 2024
A Federated Learning Benchmark on Tabular Data: Comparing Tree-Based Models and Neural Networks
William Lindskog
Christian Prehofer
FedML
52
1
0
03 May 2024
No One-Size-Fits-All Neurons: Task-based Neurons for Artificial Neural Networks
Feng-Lei Fan
Meng Wang
Hang Dong
Jianwei Ma
Tieyong Zeng
43
0
0
03 May 2024
Why Tabular Foundation Models Should Be a Research Priority
B. V. Breugel
M. Schaar
LMTD
VLM
AI4CE
39
33
0
02 May 2024
4DBInfer: A 4D Benchmarking Toolbox for Graph-Centric Predictive Modeling on Relational DBs
Minjie Wang
Quan Gan
David Wipf
Zhenkun Cai
Ning Li
...
Chuan Lei
Mu-Nan Zhang
Weinan Zhang
Christos Faloutsos
Zheng-Wei Zhang
43
3
0
28 Apr 2024
Retrieval and Distill: A Temporal Data Shift-Free Paradigm for Online Recommendation System
Lei Zheng
Ning Li
Weinan Zhang
Yong Yu
AI4TS
33
0
0
24 Apr 2024
DeviceRadar: Online IoT Device Fingerprinting in ISPs using Programmable Switches
Ruoyu Li
Qing Li
Tao Lin
Qingsong Zou
Dan Zhao
Yucheng Huang
Gareth Tyson
Guorui Xie
Yong-jia Jiang
28
2
0
19 Apr 2024
BiSHop: Bi-Directional Cellular Learning for Tabular Data with Generalized Sparse Modern Hopfield Model
Chenwei Xu
Yu-Chao Huang
Jerry Yao-Chieh Hu
Weijian Li
Ammar Gilani
H. Goan
Han Liu
52
19
0
04 Apr 2024
PyTorch Frame: A Modular Framework for Multi-Modal Tabular Learning
Weihua Hu
Yiwen Yuan
Zecheng Zhang
Akihiro Nitta
Kaidi Cao
Vid Kocijan
J. Leskovec
Matthias Fey
LMTD
39
11
0
31 Mar 2024
Unleashing the Potential of Large Language Models for Predictive Tabular Tasks in Data Science
Yazheng Yang
Yuqi Wang
Sankalok Sen
Lei Li
Qi Liu
LMTD
46
9
0
29 Mar 2024
On Uncertainty Quantification for Near-Bayes Optimal Algorithms
Ziyu Wang
Chris Holmes
UQCV
39
2
0
28 Mar 2024
Cross-domain Fiber Cluster Shape Analysis for Language Performance Cognitive Score Prediction
Yui Lo
Yuqian Chen
Dongnan Liu
Wan Liu
L. Zekelman
...
Yogesh Rathi
N. Makris
A. Golby
Weidong Cai
L. O’Donnell
26
6
0
27 Mar 2024
DiffImpute: Tabular Data Imputation With Denoising Diffusion Probabilistic Model
Yizhu Wen
Kai Yi
Jing Ke
Yiqing Shen
DiffM
29
6
0
20 Mar 2024
Probabilistic Calibration by Design for Neural Network Regression
V. Dheur
Souhaib Ben Taieb
35
3
0
18 Mar 2024
Structured Evaluation of Synthetic Tabular Data
Scott Cheng-Hsin Yang
Baxter S. Eaves
Michael Schmidt
Ken Swanson
Patrick Shafto
31
4
0
15 Mar 2024
Anytime Neural Architecture Search on Tabular Data
Naili Xing
Shaofeng Cai
Zhaojing Luo
Bengchin Ooi
Jian Pei
34
1
0
15 Mar 2024
LabelAId: Just-in-time AI Interventions for Improving Human Labeling Quality and Domain Knowledge in Crowdsourcing Systems
Chu Li
Zhihan Zhang
Michael Saugstad
Esteban Safranchik
Minchu Kulkarni
Xiaoyu Huang
Shwetak N. Patel
Vikram Iyer
Tim Althoff
Jon E. Froehlich
45
5
0
14 Mar 2024
Imbalance-aware Presence-only Loss Function for Species Distribution Modeling
Robin Zbinden
Nina Van Tiel
M. Rußwurm
D. Tuia
32
4
0
12 Mar 2024
Learning the irreversible progression trajectory of Alzheimer's disease
Yipei Wang
Bing He
S. Risacher
A. Saykin
Jingwen Yan
Xiaoqian Wang
40
0
0
10 Mar 2024
ProbSAINT: Probabilistic Tabular Regression for Used Car Pricing
Kiran Madhusudhanan
Gunnar Behrens
Maximilian Stubbemann
Lars Schmidt-Thieme
28
0
0
06 Mar 2024
Multi-modal Deep Learning
Chen Yuhua
MedIm
30
35
0
06 Mar 2024
Making Pre-trained Language Models Great on Tabular Prediction
Jiahuan Yan
Bo Zheng
Hongxia Xu
Yiheng Zhu
Danny Chen
Jimeng Sun
Jian Wu
Jintai Chen
LMTD
31
37
0
04 Mar 2024
TNF: Tri-branch Neural Fusion for Multimodal Medical Data Classification
Tong Zheng
Shusaku Sone
Yoshitaka Ushiku
Yuki Oba
Jiaxin Ma
28
0
0
04 Mar 2024
Tree-Regularized Tabular Embeddings
Xuan Li
Yunhe Wang
Boqian Li
LMTD
38
3
0
01 Mar 2024
Large Language Models(LLMs) on Tabular Data: Prediction, Generation, and Understanding -- A Survey
Xi Fang
Weijie Xu
Fiona Anting Tan
Jiani Zhang
Ziqing Hu
Yanjun Qi
Scott Nickleach
Diego Socolinsky
Srinivasan H. Sengamedu
Christos Faloutsos
LMTD
ALM
37
66
0
27 Feb 2024
CARTE: Pretraining and Transfer for Tabular Learning
Myung Jun Kim
Léo Grinsztajn
Gaël Varoquaux
LMTD
59
13
0
26 Feb 2024
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