Tansey, Wesley
- Quantile regression with deep ReLU Networks: Estimators and minimax rates
2020/10/16 by Oscar Hernán Madrid Padilla, Padilla, Oscar Hernan Madrid, Wesley Tansey +3 · 6 citations
Mathematics · Engineering · Computer Science · #Statistical Methods and Inference #Sparse and Compressive Sensing Techniques #Machine Learning and Algorithms
- False discovery rate smoothing
2014/11/22 by Wesley Tansey, Oluwasanmi Koyejo, Tansey, Wesley +5 · 2 citations
Mathematics · #Applications (stat.AP) #Computation (stat.CO) #FOS: Computer and information sciences #Methodology (stat.ME) #Statistical Methods and Bayesian Inference #Statistical Methods and Inference #Statistical Methods in Clinical Trials
- Vector-Space Markov Random Fields via Exponential Families
2015/05/19 by Wesley Tansey, Tansey, Wesley, Oscar Hernán Madrid Padilla +5 · 1 citation
Mathematics · Decision Sciences · Computer Science · #Markov Chains and Monte Carlo Methods #Simulation Techniques and Applications #Bayesian Methods and Mixture Models
- Scalable Causal Structure Learning via Amortized Conditional Independence Testing
2023/10/25 by James Leiner, Leiner, James, Brian Manzo +5 · 1 citation
Biochemistry, Genetics and Molecular Biology · Computer Science · #Gene expression and cancer classification #Bioinformatics and Genomic Networks #Bayesian Modeling and Causal Inference
- Interpretable Low-Dimensional Regression via Data-Adaptive Smoothing
2017/08/06 by Wesley Tansey, Jesse Thomason, Tansey, Wesley +3 · 1 citation
Computer Science · Mathematics · #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Image and Signal Denoising Methods #Machine Learning (stat.ML) #Statistical Methods and Inference