Volodymyr Kuleshov

Accurate Uncertainties for Deep Learning Using Calibrated Regression

Volodymyr Kuleshov, Nathan Fenner, Stefano Ermon · ArXiv.org · 2018 · 269 citations · Full text

Engineering, Machine Learning, Uncertain Data +18

Algorithms for multi-armed bandit problems

Volodymyr Kuleshov, Doina Precup · arXiv (Cornell University) · 2014 · 235 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +19

Whole-genome haplotyping using long reads and statistical methods

Volodymyr Kuleshov, Dan Xie, Rui Chen et al. · Nature Biotechnology · 2014 · 182 citations · Full text

Long-read Sequencing, Long Reads, Haplotype Determination +10

Synthetic long-read sequencing reveals intraspecies diversity in the human microbiome

Volodymyr Kuleshov, Chao Jiang, Wenyu Zhou et al. · Nature Biotechnology · 2015 · 111 citations · Full text

Microbial Diversity, Long-read Sequencing, Human Microbiome +8

Accurate Uncertainties for Deep Learning Using Calibrated Regression.

Volodymyr Kuleshov, Nathan Fenner, Stefano Ermon · International Conference on Machine Learning · 2018 · 108 citations

Engineering, Machine Learning, Uncertain Data +18