Statistical Guarantees in Synthetic Data through Conformal Adversarial Generation

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Statistical Guarantees in Synthetic Data through Conformal Adversarial Generation

23 April 2025

Rahul Vishwakarma

Shrey Dharmendra Modi

Vishwanath Seshagiri

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Papers citing "Statistical Guarantees in Synthetic Data through Conformal Adversarial Generation"

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Title
Chatting with Logs: An exploratory study on Finetuning LLMs for LogQL Vishwanath Seshagiri Siddharth Balyan Vaastav Anand Kaustubh Dhole Ishan Sharma Avani Wildani José Cambronero Andreas Züfle 147 2 0 04 Dec 2024
Risk-Aware and Explainable Framework for Ensuring Guaranteed Coverage in Evolving Hardware Trojan Detection Rahul Vishwakarma Amin Rezaei 100 6 0 14 Oct 2023
Conformal Prediction with Temporal Quantile Adjustments Zhen Lin Shubhendu Trivedi Jimeng Sun AI4TS 125 19 0 20 May 2022
High-Resolution Image Synthesis with Latent Diffusion Models Robin Rombach A. Blattmann Dominik Lorenz Patrick Esser Bjorn Ommer 3DV 569 15,840 0 20 Dec 2021
Tackling the Generative Learning Trilemma with Denoising Diffusion GANs Zhisheng Xiao Karsten Kreis Arash Vahdat DiffM 106 561 0 15 Dec 2021
Denoising Diffusion Probabilistic Models Jonathan Ho Ajay Jain Pieter Abbeel DiffM 918 18,495 0 19 Jun 2020
Classification with Valid and Adaptive Coverage Yaniv Romano Matteo Sesia Emmanuel J. Candès 397 329 0 03 Jun 2020
Decision-Making with Auto-Encoding Variational Bayes Romain Lopez Pierre Boyeau Nir Yosef Michael I. Jordan Jeffrey Regier BDL 653 10,591 0 17 Feb 2020
On Calibration of Modern Neural Networks Chuan Guo Geoff Pleiss Yu Sun Kilian Q. Weinberger UQCV 301 5,889 0 14 Jun 2017
Wasserstein GAN Martín Arjovsky Soumith Chintala Léon Bottou GAN 194 4,836 0 26 Jan 2017
Variational Inference with Normalizing Flows Danilo Jimenez Rezende S. Mohamed DRL BDL 362 4,202 0 21 May 2015