Search Results for author: Ziqiao Ao

Found 4 papers, 3 papers with code

On Estimating the Gradient of the Expected Information Gain in Bayesian Experimental Design

1 code implementation19 Aug 2023 Ziqiao Ao, Jinglai Li

The gradient information is often needed for efficient EIG optimization, and as a result the ability to estimate the gradient of EIG is essential for BED problems.

Bayesian Inference Experimental Design

Is decentralized finance actually decentralized? A social network analysis of the Aave protocol on the Ethereum blockchain

1 code implementation16 Jun 2022 Ziqiao Ao, Lin William Cong, Gergely Horvath, Luyao Zhang

Our research pioneers a blockchain network study that applies social network analysis to measure the level, dynamics, and impacts of decentralization in DeFi token transactions on the Ethereum blockchain.

An approximate KLD based experimental design for models with intractable likelihoods

1 code implementation1 Apr 2020 Ziqiao Ao, Jinglai Li

Data collection is a critical step in statistical inference and data science, and the goal of statistical experimental design (ED) is to find the data collection setup that can provide most information for the inference.

Experimental Design

Cannot find the paper you are looking for? You can Submit a new open access paper.