Search Results for author: Jialiang Mao

Found 4 papers, 2 papers with code

Balancing Risk and Reward: An Automated Phased Release Strategy

no code implementations16 May 2023 Yufan Li, Jialiang Mao, Iavor Bojinov

Phased releases are a common strategy in the technology industry for gradually releasing new products or updates through a sequence of A/B tests in which the number of treated units gradually grows until full deployment or deprecation.

Causal Estimation of Position Bias in Recommender Systems Using Marketplace Instruments

no code implementations12 May 2022 Rina Friedberg, Karthik Rajkumar, Jialiang Mao, Qian Yao, YinYin Yu, Min Liu

By leveraging prior experimentation, we obtain quasi-experimental variation in item rankings that is orthogonal to user relevance.

Information Retrieval Position +2

Dirichlet-tree multinomial mixtures for clustering microbiome compositions

1 code implementation2 Aug 2020 Jialiang Mao, Li Ma

A common routine in microbiome research is to identify reproducible patterns in the population through unsupervised clustering of samples.

Methodology Applications

Bayesian graphical compositional regression for microbiome data

2 code implementations13 Dec 2017 Jialiang Mao, Yuhan Chen, Li Ma

An important task in microbiome studies is to test the existence of and give characterization to differences in the microbiome composition across groups of samples.

Methodology Applications Computation

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