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Towards a framework on tabular synthetic data generation: a minimalist approach: theory, use cases, and limitations

17 November 2024

A. Bhattacharyya

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Papers citing "Towards a framework on tabular synthetic data generation: a minimalist approach: theory, use cases, and limitations"

14 / 14 papers shown

Title
Deep Neural Networks and Tabular Data: A Survey V. Borisov Tobias Leemann Kathrin Seßler Johannes Haug Martin Pawelczyk Gjergji Kasneci LMTD 140 699 0 05 Oct 2021
Understanding How Dimension Reduction Tools Work: An Empirical Approach to Deciphering t-SNE, UMAP, TriMAP, and PaCMAP for Data Visualization Yingfan Wang Haiyang Huang Cynthia Rudin Yaron Shaposhnik 251 316 0 08 Dec 2020
Multidimensional Scaling, Sammon Mapping, and Isomap: Tutorial and Survey Benyamin Ghojogh A. Ghodsi Fakhri Karray Mark Crowley 54 29 0 17 Sep 2020
Language Models are Few-Shot Learners Tom B. Brown Benjamin Mann Nick Ryder Melanie Subbiah Jared Kaplan ... Christopher Berner Sam McCandlish Alec Radford Ilya Sutskever Dario Amodei BDL 923 42,569 0 28 May 2020
Scaling Laws for Neural Language Models Jared Kaplan Sam McCandlish T. Henighan Tom B. Brown B. Chess R. Child Scott Gray Alec Radford Jeff Wu Dario Amodei 658 4,931 0 23 Jan 2020
UMAP: Uniform Manifold Approximation and Projection for Dimension Reduction Leland McInnes John Healy James Melville 221 9,502 0 09 Feb 2018
A Note on the Inception Score Shane T. Barratt Rishi Sharma EGVM 110 695 0 06 Jan 2018
Masked Autoregressive Flow for Density Estimation George Papamakarios Theo Pavlakou Iain Murray 231 1,360 0 19 May 2017
XGBoost: A Scalable Tree Boosting System Tianqi Chen Carlos Guestrin 827 39,269 0 09 Mar 2016
Variational Inference with Normalizing Flows Danilo Jimenez Rezende S. Mohamed DRL BDL 332 4,200 0 21 May 2015
Deep Learning and the Information Bottleneck Principle Naftali Tishby Noga Zaslavsky DRL 220 1,595 0 09 Mar 2015
MADE: Masked Autoencoder for Distribution Estimation M. Germain Karol Gregor Iain Murray Hugo Larochelle OOD SyDa UQCV 193 874 0 12 Feb 2015
A Convolutional Neural Network for Modelling Sentences Nal Kalchbrenner Edward Grefenstette Phil Blunsom 116 3,563 0 08 Apr 2014
Testing the Manifold Hypothesis Charles Fefferman S. Mitter Hariharan Narayanan 170 537 0 01 Oct 2013