Adversarial random forests for density estimation and generative
modeling

Adversarial random forests for density estimation and generative modeling

19 May 2022

David S. Watson

Marvin N. Wright

Papers citing "Adversarial random forests for density estimation and generative modeling"

13 / 13 papers shown

Title
What's Wrong with Your Synthetic Tabular Data? Using Explainable AI to Evaluate Generative Models Jan Kapar Niklas Koenen Martin Jullum 57 0 0 29 Apr 2025
NRGBoost: Energy-Based Generative Boosted Trees João Bravo 29 0 0 04 Oct 2024
Targeted synthetic data generation for tabular data via hardness characterization Tommaso Ferracci Leonie Goldmann Anton Hinel Francesco Sanna Passino 44 0 0 01 Oct 2024
CountARFactuals -- Generating plausible model-agnostic counterfactual explanations with adversarial random forests Susanne Dandl Kristin Blesch Timo Freiesleben Gunnar Konig Jan Kapar B. Bischl Marvin N. Wright AAML 16 5 0 04 Apr 2024
Continuous Diffusion for Mixed-Type Tabular Data Markus Mueller Kathrin Gruber Dennis Fok DiffM 44 5 0 16 Dec 2023
Zero-Shot Text-to-Image Generation Aditya A. Ramesh Mikhail Pavlov Gabriel Goh Scott Gray Chelsea Voss Alec Radford Mark Chen Ilya Sutskever VLM 253 4,735 0 24 Feb 2021
Efficient Content-Based Sparse Attention with Routing Transformers Aurko Roy M. Saffar Ashish Vaswani David Grangier MoE 228 502 0 12 Mar 2020
Constructing Unrestricted Adversarial Examples with Generative Models Yang Song Rui Shu Nate Kushman Stefano Ermon GAN AAML 166 300 0 21 May 2018
Generating Multi-label Discrete Patient Records using Generative Adversarial Networks E. Choi Siddharth Biswal B. Malin J. Duke Walter F. Stewart Jimeng Sun SyDa GAN 145 562 0 19 Mar 2017
Random Forest Missing Data Algorithms Fei Tang H. Ishwaran 34 515 0 19 Jan 2017
Pixel Recurrent Neural Networks Aaron van den Oord Nal Kalchbrenner Koray Kavukcuoglu SSeg GAN 219 2,391 0 25 Jan 2016
A Random Forest Guided Tour Gérard Biau Erwan Scornet AI4TS 123 2,701 0 18 Nov 2015
MissForest - nonparametric missing value imputation for mixed-type data D. Stekhoven Peter Buhlmann 151 4,191 0 04 May 2011