Mambular: A Sequential Model for Tabular Deep Learning

12 August 2024

Papers citing "Mambular: A Sequential Model for Tabular Deep Learning"

8 / 8 papers shown

Title
Beyond Black-Box Predictions: Identifying Marginal Feature Effects in Tabular Transformer Networks Anton Thielmann Arik Reuter Benjamin Saefken LMTD 56 0 0 11 Apr 2025
LLM Embeddings for Deep Learning on Tabular Data Boshko Koloski Andrei Margeloiu Xiangjian Jiang Blaž Škrlj Nikola Simidjievski M. Jamnik LMTD 65 0 0 17 Feb 2025
APAR: Modeling Irregular Target Functions in Tabular Regression via Arithmetic-Aware Pre-Training and Adaptive-Regularized Fine-Tuning Hong-Wei Wu Wei Wang Kuang-Da Wang Wen-Chih Peng LMTD 77 0 0 14 Dec 2024
On the Efficiency of NLP-Inspired Methods for Tabular Deep Learning Anton Thielmann Soheila Samiee LMTD 59 1 0 26 Nov 2024
Mamba for Scalable and Efficient Personalized Recommendations Andrew Starnes Clayton Webster Mamba 24 0 0 11 Sep 2024
TimeMachine: A Time Series is Worth 4 Mambas for Long-term Forecasting Md. Atik Ahamed Qiang Cheng Mamba AI4TS 43 23 0 14 Mar 2024
Graph Mamba: Towards Learning on Graphs with State Space Models Ali Behrouz Farnoosh Hashemi AI4CE 72 57 0 13 Feb 2024
Neural Oblivious Decision Ensembles for Deep Learning on Tabular Data Sergei Popov S. Morozov Artem Babenko LMTD 80 290 0 13 Sep 2019