TabNet: Attentive Interpretable Tabular Learning

20 August 2019

Tomas Pfister

Papers citing "TabNet: Attentive Interpretable Tabular Learning"

50 / 405 papers shown

Title
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
Histogram-Based Federated XGBoost using Minimal Variance Sampling for Federated Tabular Data William Lindskog Christian Prehofer Sarandeep Singh FedML 23 0 0 03 May 2024
Federated Learning for Tabular Data using TabNet: A Vehicular Use-Case William Lindskog Christian Prehofer FedML 16 3 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 40 0 0 03 May 2024
Joint Optimization of Piecewise Linear Ensembles Matt Raymond Angela Violi Clayton Scott 29 0 0 01 May 2024
TabVFL: Improving Latent Representation in Vertical Federated Learning Mohamed Rashad Zilong Zhao Jérémie Decouchant Lydia Y. Chen FedML 32 0 0 27 Apr 2024
LM-IGTD: a 2D image generator for low-dimensional and mixed-type tabular data to leverage the potential of convolutional neural networks Vanesa Gómez-Martínez F. J. Lara-Abelenda Pablo Peiro-Corbacho David Chushig-Muzo C. Granja C. Soguero-Ruíz LMTD 27 1 0 26 Apr 2024
A Survey of Deep Long-Tail Classification Advancements Charika De Alvis Suranga Seneviratne 28 1 0 24 Apr 2024
Toward Understanding the Disagreement Problem in Neural Network Feature Attribution Niklas Koenen Marvin N. Wright FAtt 34 5 0 17 Apr 2024
Large Language Models Can Automatically Engineer Features for Few-Shot Tabular Learning Sungwon Han Jinsung Yoon Sercan Ö. Arik Tomas Pfister LMTD 32 23 0 15 Apr 2024
An improved tabular data generator with VAE-GMM integration Patricia A. Apellániz J. Parras Santiago Zazo 41 6 0 12 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 44 19 0 04 Apr 2024
iMD4GC: Incomplete Multimodal Data Integration to Advance Precise Treatment Response Prediction and Survival Analysis for Gastric Cancer Fengtao Zhou Ying Xu Yanfen Cui Shenyang Zhang Yun Zhu ... Louis Ho Shing Lau Chu Han Dafu Zhang Zhenhui Li Hao Chen 30 1 0 01 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 37 10 0 31 Mar 2024
Tabular Learning: Encoding for Entity and Context Embeddings Fredy Reusser 17 2 0 28 Mar 2024
Multiple-Input Auto-Encoder Guided Feature Selection for IoT Intrusion Detection Systems Phai Vu Dinh Diep N. Nguyen D. Hoang Nguyen Quang Uy E. Dutkiewicz Son Pham Bao 19 1 0 22 Mar 2024
FH-TabNet: Multi-Class Familial Hypercholesterolemia Detection via a Multi-Stage Tabular Deep Learning Sadaf Khademi Zohreh Hajiakhondi-Meybodi Golnaz Vaseghi N. Sarrafzadegan Arash Mohammadi 21 0 0 16 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
Machine Learning for Soccer Match Result Prediction Rory Bunker Calvin Yeung Keisuke Fujii 17 2 0 12 Mar 2024
Experimental Comparison of Ensemble Methods and Time-to-Event Analysis Models Through Integrated Brier Score and Concordance Index Camila Fernandez Chung Shue Chen Pierre Gaillard Alonso Silva 25 1 0 12 Mar 2024
Wiki-TabNER: Integrating Named Entity Recognition into Wikipedia Tables A. Koleva Martin Ringsquandl Ahmed Hatem Thomas Runkler Volker Tresp LMTD 46 0 0 07 Mar 2024
Self-adaptive Traffic Anomaly Detection System for IoT Smart Home Environments Naoto Watanabe Taku Yamazaki Takumi Miyoshi Ryo Yamamoto Masataka Nakahara Norihiro Okui Ayumu Kubota 25 0 0 05 Mar 2024
Making Pre-trained Language Models Great on Tabular Prediction Jiahuan Yan Bo Zheng Hongxia Xu Yiheng Zhu D. Z. Chen Jimeng Sun Jian Wu Jintai Chen LMTD 31 37 0 04 Mar 2024
Towards Optimal Customized Architecture for Heterogeneous Federated Learning with Contrastive Cloud-Edge Model Decoupling Xingyan Chen Tian Du Mu Wang Tiancheng Gu Yu Zhao Gang Kou Changqiao Xu Dapeng Oliver Wu 34 2 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 65 0 27 Feb 2024
CARTE: Pretraining and Transfer for Tabular Learning Myung Jun Kim Léo Grinsztajn Gaël Varoquaux LMTD 54 13 0 26 Feb 2024
Self-Guided Masked Autoencoders for Domain-Agnostic Self-Supervised Learning Johnathan Xie Yoonho Lee Annie S. Chen Chelsea Finn 25 3 0 22 Feb 2024
HyperFast: Instant Classification for Tabular Data David Bonet D. M. Montserrat Xavier Giró-i-Nieto A. Ioannidis 38 15 0 22 Feb 2024
The Fundamental Limits of Least-Privilege Learning Theresa Stadler B. Kulynych Michael Gastpar Nicoals Papernot Carmela Troncoso 28 1 0 19 Feb 2024
TuneTables: Context Optimization for Scalable Prior-Data Fitted Networks Ben Feuer R. Schirrmeister Valeriia Cherepanova Chinmay Hegde Frank Hutter Micah Goldblum Niv Cohen Colin White 40 13 0 17 Feb 2024
In-Context Data Distillation with TabPFN Junwei Ma Valentin Thomas Guangwei Yu Anthony L. Caterini 31 7 0 10 Feb 2024
Multimodal Clinical Trial Outcome Prediction with Large Language Models Wenhao Zheng Dongsheng Peng Hongxia Xu Yun-Qing Li Hongtu Zhu Tianfan Fu Huaxiu Yao Huaxiu Yao 47 5 0 09 Feb 2024
BotSSCL: Social Bot Detection with Self-Supervised Contrastive Learning Mohammad Majid Akhtar Navid Shadman Bhuiyan Rahat Masood Muhammad Ikram S. Kanhere AAML SSL 24 0 0 06 Feb 2024
Review of multimodal machine learning approaches in healthcare "Felix H. Krones Umar Marikkar Guy Parsons Adam Szmul Adam Mahdi 32 27 0 04 Feb 2024
A Survey on Self-Supervised Learning for Non-Sequential Tabular Data Wei-Yao Wang Wei-Wei Du Derek Xu Wei Wang Wenjie Peng LMTD 32 7 0 02 Feb 2024
Making Parametric Anomaly Detection on Tabular Data Non-Parametric Again Hugo Thimonier Fabrice Popineau Arpad Rimmel Bich-Liên Doan 18 1 0 30 Jan 2024
Facing the Elephant in the Room: Visual Prompt Tuning or Full Finetuning? Cheng Han Qifan Wang Yiming Cui Wenguan Wang Lifu Huang Siyuan Qi Dongfang Liu VLM 44 19 0 23 Jan 2024
Cloud-based XAI Services for Assessing Open Repository Models Under Adversarial Attacks Zerui Wang Yan Liu AAML 16 1 0 22 Jan 2024
SMUTF: Schema Matching Using Generative Tags and Hybrid Features Yu Zhang Mei Di Haozheng Luo Chenwei Xu Richard Tzong-Han Tsai 59 7 0 22 Jan 2024
Novel Representation Learning Technique using Graphs for Performance Analytics Tarek Ramadan Ankur Lahiry Tanzima Z. Islam GNN AI4TS 17 1 0 19 Jan 2024
MambaTab: A Plug-and-Play Model for Learning Tabular Data Md. Atik Ahamed Qiang Cheng Mamba LMTD 28 12 0 16 Jan 2024
Attention versus Contrastive Learning of Tabular Data -- A Data-centric Benchmarking S. B. Rabbani Ivan V. Medri Manar D. Samad 13 8 0 08 Jan 2024
Interpretable Time Series Models for Wastewater Modeling in Combined Sewer Overflows Teodor Chiaburu Felix Bießmann AI4TS AI4CE 10 3 0 04 Jan 2024
Graph Neural Networks for Tabular Data Learning: A Survey with Taxonomy and Directions Cheng-Te Li Yu-Che Tsai Chih-Yao Chen Jay Chiehen Liao LMTD AI4CE 33 7 0 04 Jan 2024
AntiDeepFake: AI for Deep Fake Speech Recognition Enkhtogtokh Togootogtokh Christian Klasen 11 2 0 04 Jan 2024
SwitchTab: Switched Autoencoders Are Effective Tabular Learners Jing Wu Suiyao Chen Qi Zhao Renat Sergazinov Chen Li ... Tianpei Xie Hanqing Guo Cheng Ji Daniel Cociorva Hakan Brunzel SSL 52 37 0 04 Jan 2024
Mining Temporal Attack Patterns from Cyberthreat Intelligence Reports Md. Rayhanur Rahman Brandon Wroblewski Quinn Matthews Brantley Morgan Tim Menzies Laurie A. Williams 14 3 0 03 Jan 2024
Towards a Foundation Purchasing Model: Pretrained Generative Autoregression on Transaction Sequences Piotr Skalski David Sutton Stuart Burrell Iker Perez Jason Wong AI4TS 34 2 0 03 Jan 2024
Polynomial-based Self-Attention for Table Representation learning Jayoung Kim Yehjin Shin Jeongwhan Choi Hyowon Wi Noseong Park LMTD 21 2 0 12 Dec 2023