Justin B. Kinney

Publication Activity (10 Years)

Years Active: 2013-2024
Publications (10 Years): 5

Top Topics

Saccharomyces Cerevisiae

Density Estimation

Top Venues

Nat. Mac. Intell.

Publications

Evan Seitz, David M. McCandlish, Justin B. Kinney, Peter K. Koo
Interpreting cis-regulatory mechanisms from genomic deep neural networks using surrogate models. Nat. Mac. Intell. 6 (6) (2024)
Ammar Tareen, Justin B. Kinney
Logomaker: beautiful sequence logos in Python. Bioinform. 36 (7) (2020)
Ammar Tareen, Justin B. Kinney
Biophysical models of cis-regulation as interpretable neural networks. CoRR (2020)
Stephanie L. Barnes, Nathan M. Belliveau, William T. Ireland, Justin B. Kinney, Rob Phillips
Mapping DNA sequence to transcription factor binding energy in vivo. PLoS Comput. Biol. 15 (2) (2019)
Wei-Chia Chen, Ammar Tareen, Justin B. Kinney
Density estimation on small datasets. CoRR (2018)
Justin B. Kinney
Unification of Field Theory and Maximum Entropy Methods for Learning Probability Densities. CoRR (2014)
Justin B. Kinney, Gurinder S. Atwal
Parametric Inference in the Large Data Limit Using Maximally Informative Models. Neural Comput. 26 (4) (2014)
Justin B. Kinney
Practical estimation of probability densities using scale-free field theories. CoRR (2013)