Volodymyr Kuleshov

Accurate Uncertainties for Deep Learning Using Calibrated Regression

Volodymyr Kuleshov, Nathan Fenner, Stefano Ermon · arXiv (Cornell University) · 2018 · 277 citations · Full text

Computing, Computer Science, Forecasting +16

Algorithms for multi-armed bandit problems

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

Computing, Computer Science, Decision Sciences +15

Whole-genome haplotyping using long reads and statistical methods

Volodymyr Kuleshov, Dan Xie, Rui Chen et al. · Nature Biotechnology · 2014 · 185 citations · Full text

Life Sciences, Bioinformatics, Genetics +14

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

Volodymyr Kuleshov, Chao Jiang, Wenyu Zhou et al. · Nature Biotechnology · 2015 · 112 citations · Full text

Life Sciences, Bioinformatics, Microbiology +12

Accurate Uncertainties for Deep Learning Using Calibrated Regression.

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

Computing, Computer Science, Forecasting +16