Data Minimization at Inference Time

27 May 2023

Papers citing "Data Minimization at Inference Time"

9 / 9 papers shown

Title
Robust and Differentially Private Mean Estimation Xiyang Liu Weihao Kong Sham Kakade Sewoong Oh OOD FedML 79 77 0 18 Feb 2021
Improving model calibration with accuracy versus uncertainty optimization R. Krishnan Omesh Tickoo UQCV 245 167 0 14 Dec 2020
Active Feature Acquisition with Generative Surrogate Models Yang Li Junier B. Oliva RALM TPM 49 38 0 06 Oct 2020
Dynamic Measurement Scheduling for Event Forecasting using Deep RL C. Chang Mingjie Mai Anna Goldenberg OffRL 69 19 0 24 Jan 2019
Differentially Private Generative Adversarial Network Liyang Xie Kaixiang Lin Shu Wang Fei Wang Jiayu Zhou SyDa 95 502 0 19 Feb 2018
Why Pay More When You Can Pay Less: A Joint Learning Framework for Active Feature Acquisition and Classification Hajin Shim Sung Ju Hwang Eunho Yang 48 8 0 18 Sep 2017
Towards the Science of Security and Privacy in Machine Learning Nicolas Papernot Patrick McDaniel Arunesh Sinha Michael P. Wellman AAML 96 474 0 11 Nov 2016
Deep Learning with Differential Privacy Martín Abadi Andy Chu Ian Goodfellow H. B. McMahan Ilya Mironov Kunal Talwar Li Zhang FedML SyDa 216 6,172 0 01 Jul 2016
Differentially Private Empirical Risk Minimization Kamalika Chaudhuri C. Monteleoni Anand D. Sarwate 158 1,490 0 01 Dec 2009