conftrace_

privacy constraint

6 papers

Explore in graph

Co-occurring keywords

fairness constraint (125) bayesian learning (185) sensitive state (1) information disclosure (5) model-based gradient (1) fairness evaluation (118) proxy model (14) deletion robustness (2) robustness optimization (9) posterior updating (2)

Papers

Optimisation Problems in Constrained Machine Learning AAAI 2026
Privacy-Constrained Policies via Mutual Information Regularized Policy Gradients AISTATS 2024
Weak Proxies are Sufficient and Preferable for Fairness with Missing Sensitive Attributes ICML 2023
Foundations of Bayesian Learning from Synthetic Data AISTATS 2021
Scalable Deletion-Robust Submodular Maximization: Data Summarization with Privacy and Fairness Constraints ICML 2018
Privacy for Free: Posterior Sampling and Stochastic Gradient Monte Carlo ICML 2015