liangzp / LDP-BanditLinks
This repository contains codes for paper: Generalized Linear Bandits with Local Differential Privacy by Yuxuan Han, Zhipeng Liang, Yang Wang, and Jiheng Zhang.
☆16Updated 4 years ago
Alternatives and similar repositories for LDP-Bandit
Users that are interested in LDP-Bandit are comparing it to the libraries listed below
Sorting:
- ☆39Updated 6 years ago
- Convex optimizers for LASSO, including subgradient, project gradient, proximal gradient, smooth method, lagrangian method and stochastic …☆48Updated 7 years ago
- A curated list on papers about combinatorial multi-armed bandit problems.☆17Updated 4 years ago
- Locally Private Graph Neural Networks (ACM CCS 2021)☆49Updated 5 months ago
- In this notebook several classes of multi-armed bandits are implemented. This includes epsilon greedy, UCB, Linear UCB (Contextual bandit…☆89Updated 5 years ago
- [TMLR23] FedDAG: Federated DAG Structure Learning☆19Updated 2 years ago
- Study NeuralUCB and regret analysis for contextual bandit with neural decision☆99Updated 4 years ago
- Federated Principal Component Analysis Revisited!☆43Updated 4 years ago
- GAP: Differentially Private Graph Neural Networks with Aggregation Perturbation (USENIX Security '23)☆49Updated 2 years ago
- Experiments for distributed optimization algorithms☆85Updated 2 years ago
- Implementation of Optimal Auctions through Deep Learning☆134Updated 6 years ago
- ☆18Updated 4 years ago
- Implementation of "Dynamic Causal Effects Evaluation in A/B Testing with a Reinforcement Learning Framework" (JASA 2023)☆32Updated 2 years ago
- Implementations of differentially private release mechanisms for graph statistics☆24Updated 3 years ago
- A Python Package for Non-stationary Online Learning (PyNOL)☆34Updated last year
- ☆48Updated 5 years ago
- Code for the WSDM '20 paper, Learning Individual Causal Effects from Networked Observational Data.☆77Updated 4 years ago
- Implementation of Minimax Pareto Fairness framework☆22Updated 5 years ago
- [IEEE S&P 22] "LinkTeller: Recovering Private Edges from Graph Neural Networks via Influence Analysis" by Fan Wu, Yunhui Long, Ce Zhang, …☆23Updated 4 years ago
- All you need for MATH5411 Advanced Probability, 2020 Fall, HKUST, Lecturer BAO Zhigang.☆56Updated 5 years ago
- Code for the paper "Smart 'Predict, then Optimize'"☆86Updated last year
- ☆39Updated 6 months ago
- ☆36Updated 2 years ago
- Differential private machine learning☆198Updated 3 years ago
- FedGraphNN: A Federated Learning Platform for Graph Neural Networks with MLOps Support. The previous research version is accepted to ICLR…☆183Updated 2 years ago
- Differentially Private Generative Adversarial Networks for Time Series, Continuous, and Discrete Open Data☆34Updated 7 years ago
- Deep-Learning-powered-Iterative-Combinatorial Auctions☆14Updated 2 years ago
- SAP Security research sample code and tutorials for generating differentially private synthetic datasets using generative deep learning m…☆22Updated last year
- This repository is the implementation of Federated Graph Classification over Non-IID Graphs.☆45Updated 2 years ago
- Code for the paper "Quantifying Privacy Leakage in Graph Embedding" published in MobiQuitous 2020☆17Updated 4 years ago