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GCondNet: A Novel Method for Improving Neural Networks on Small
  High-Dimensional Tabular Data
v1v2v3 (latest)

GCondNet: A Novel Method for Improving Neural Networks on Small High-Dimensional Tabular Data

11 November 2022
Andrei Margeloiu
Nikola Simidjievski
Pietro Lio
M. Jamnik
    DDAI4CE
ArXiv (abs)PDFHTML

Papers citing "GCondNet: A Novel Method for Improving Neural Networks on Small High-Dimensional Tabular Data"

5 / 5 papers shown
Title
TabGLM: Tabular Graph Language Model for Learning Transferable Representations Through Multi-Modal Consistency Minimization
TabGLM: Tabular Graph Language Model for Learning Transferable Representations Through Multi-Modal Consistency MinimizationAAAI Conference on Artificial Intelligence (AAAI), 2025
Anay Majee
Maria Xenochristou
Wei-Peng Chen
LMTD
193
2
0
26 Feb 2025
LLM Embeddings for Deep Learning on Tabular Data
LLM Embeddings for Deep Learning on Tabular Data
Boshko Koloski
Andrei Margeloiu
Xiangjian Jiang
Blaž Škrlj
Nikola Simidjievski
M. Jamnik
LMTD
480
6
0
17 Feb 2025
TabMDA: Tabular Manifold Data Augmentation for Any Classifier using
  Transformers with In-context Subsetting
TabMDA: Tabular Manifold Data Augmentation for Any Classifier using Transformers with In-context Subsetting
Andrei Margeloiu
A. Bazaga
Nikola Simidjievski
Pietro Lio
M. Jamnik
LMTD
338
7
0
03 Jun 2024
Graph Neural Networks for Tabular Data Learning: A Survey with Taxonomy
  and Directions
Graph Neural Networks for Tabular Data Learning: A Survey with Taxonomy and DirectionsACM Computing Surveys (ACM CSUR), 2024
Cheng-Te Li
Yu-Che Tsai
Chih-Yao Chen
Jay Chiehen Liao
LMTDAI4CE
213
21
0
04 Jan 2024
ProtoGate: Prototype-based Neural Networks with Global-to-local Feature
  Selection for Tabular Biomedical Data
ProtoGate: Prototype-based Neural Networks with Global-to-local Feature Selection for Tabular Biomedical DataInternational Conference on Machine Learning (ICML), 2023
Xiangjian Jiang
Andrei Margeloiu
Nikola Simidjievski
M. Jamnik
OOD
241
15
0
21 Jun 2023
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