Jin Liu

According to our database1, Jin Liu authored at least 16 papers between 2014 and 2021.

Collaborative distances:

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
Other 

Links

Online presence:

On csauthors.net:

Bibliography

2021
Robust recovery in 1-bit compressive sensing via ℓ<sub><i>q</i></sub>-constrained least squares.
Signal Process., 2021

2020
Deep Dimension Reduction for Supervised Representation Learning.
CoRR, 2020

Learning Implicit Generative Models with Theoretical Guarantees.
CoRR, 2020

On Newton Screening.
CoRR, 2020

A Support Detection and Root Finding Approach for Learning High-dimensional Generalized Linear Models.
CoRR, 2020

Bayesian weighted Mendelian randomization for causal inference based on summary statistics.
Bioinform., 2020

CoMM-S2: a collaborative mixed model using summary statistics in transcriptome-wide association studies.
Bioinform., 2020

2019
Wasserstein-Wasserstein Auto-Encoders.
CoRR, 2019

CoMM: a collaborative mixed model to dissecting genetic contributions to complex traits by leveraging regulatory information.
Bioinform., 2019

VIMCO: variational inference for multiple correlated outcomes in genome-wide association studies.
Bioinform., 2019

Joint analysis of individual-level and summary-level GWAS data by leveraging pleiotropy.
Bioinform., 2019

2018
LSMM: a statistical approach to integrating functional annotations with genome-wide association studies.
Bioinform., 2018

2017
LLR: a latent low-rank approach to colocalizing genetic risk variants in multiple GWAS.
Bioinform., 2017

IGESS: a statistical approach to integrating individual-level genotype data and summary statistics in genome-wide association studies.
Bioinform., 2017

2016
EPS: an empirical Bayes approach to integrating pleiotropy and tissue-specific information for prioritizing risk genes.
Bioinform., 2016

2014
Similarity of markers identified from cancer gene expression studies: observations from GEO.
Briefings Bioinform., 2014


  Loading...