Petr Smirnov

Publication Activity (10 Years)

Years Active: 2016-2022
Publications (10 Years): 20

Top Topics

Statistical Approaches

Machine Learning Models

Top Venues

Nucleic Acids Res.

Publications

Dmitry Itsykson, Artur Riazanov, Petr Smirnov
Tight Bounds for Tseitin Formulas. SAT (2022)
Petr Smirnov, Ian Smith, Zhaleh Safikhani, Wail Ba-alawi, Farnoosh Khodakarami, Eva Lin, Yihong Yu, Scott Martin, Janosch Ortmann, Tero Aittokallio, Marc Hafner, Benjamin Haibe-Kains
Evaluation of statistical approaches for association testing in noisy drug screening data. BMC Bioinform. 23 (1) (2022)
Xuelin Yang, Louis Abraham, Sejin Kim, Petr Smirnov, Feng Ruan, Benjamin Haibe-Kains, Robert Tibshirani
FastCPH: Efficient Survival Analysis for Neural Networks. CoRR (2022)
Nikta Feizi, Sisira Kadambat Nair, Petr Smirnov, Gangesh Beri, Christopher Eeles, Parinaz Nasr Esfahani, Minoru Nakano, Denis Tkachuk, Anthony Mammoliti, Evgeniya Gorobets, Arvind Singh Mer, Eva Lin, Yihong Yu, Scott Martin, Marc Hafner, Benjamin Haibe-Kains
pharmacogenomics analysis. Nucleic Acids Res. 50 (D1) (2022)
Petr Smirnov, Artem Kovalev
Dedicated Payload Stabilization System in a Service Robot for Catering. ICR (2021)
Dmitry Itsykson, Artur Riazanov, Danil Sagunov, Petr Smirnov
Correction to: Near-Optimal Lower Bounds on Regular Resolution Refutations of Tseitin Formulas for All Constant-Degree Graphs. Comput. Complex. 30 (2) (2021)
Hossein Sharifi-Noghabi, Soheil Jahangiri-Tazehkand, Petr Smirnov, Casey Hon, Anthony Mammoliti, Sisira Kadambat Nair, Arvind Singh Mer, Martin Ester, Benjamin Haibe-Kains
Drug sensitivity prediction from cell line-based pharmacogenomics data: guidelines for developing machine learning models. Briefings Bioinform. 22 (6) (2021)
Dmitry Itsykson, Artur Riazanov, Danil Sagunov, Petr Smirnov
Near-Optimal Lower Bounds on Regular Resolution Refutations of Tseitin Formulas for All Constant-Degree Graphs. Comput. Complex. 30 (2) (2021)
Sisira Kadambat Nair, Christopher Eeles, Chantal Ho, Gangesh Beri, Esther Yoo, Denis Tkachuk, Amy Tang, Parwaiz Nijrabi, Petr Smirnov, Heewon Seo, Danyel Jennen, Benjamin Haibe-Kains
ToxicoDB: an integrated database to mine and visualize large-scale toxicogenomic datasets. Nucleic Acids Res. 48 (Webserver-Issue) (2020)
Ladislav Rampásek, Daniel Hidru, Petr Smirnov, Benjamin Haibe-Kains, Anna Goldenberg
Dr.VAE: improving drug response prediction via modeling of drug perturbation effects. Bioinform. 35 (19) (2019)
Konstantin Krestovnikov, Ekaterina Cherskikh, Petr Smirnov
Wireless Power Transmission System Based on Coreless Coils for Resource Reallocation Within Robot Group. ICR (2019)
Dmitry Itsykson, Artur Riazanov, Danil Sagunov, Petr Smirnov
Almost Tight Lower Bounds on Regular Resolution Refutations of Tseitin Formulas for All Constant-Degree Graphs. Electron. Colloquium Comput. Complex. 26 (2019)
George Adam, Petr Smirnov, Benjamin Haibe-Kains, Anna Goldenberg
Reducing Adversarial Example Transferability Using Gradient Regularization. CoRR (2019)
Nikita Pavliuk, Petr Smirnov, Artem Kondratkov, Andrey Ronzhin
Connecting Gripping Mechanism Based on Iris Diaphragm for Modular Autonomous Robots. ICR (2019)
Arvind Singh Mer, Petr Smirnov, Benjamin Haibe-Kains
Machine Learning for Biomarker Discovery in Cancer Pharmacogenomics Data. BCB (2019)
Fupan Yao, Seyed Ali Madani Tonekaboni, Zhaleh Safikhani, Petr Smirnov, Nehme El-Hachem, Mark Freeman, Venkata Satya Kumar Manem, Benjamin Haibe-Kains
Tissue specificity of in vitro drug sensitivity. J. Am. Medical Informatics Assoc. 25 (2) (2018)
Petr Smirnov, Victor Kofia, Alexander Maru, Mark Freeman, Chantal Ho, Nehme El-Hachem, George-Alexandru Adam, Wail Ba-alawi, Zhaleh Safikhani, Benjamin Haibe-Kains
PharmacoDB: an integrative database for mining in vitro anticancer drug screening studies. Nucleic Acids Res. 46 (Database-Issue) (2018)
George-Alexandru Adam, Petr Smirnov, Anna Goldenberg, David Duvenaud, Benjamin Haibe-Kains
Stochastic Combinatorial Ensembles for Defending Against Adversarial Examples. CoRR (2018)
Petr Smirnov, Zhaleh Safikhani, Nehme Hachem, Dong Wang, Adrian She, Catharina Olsen, Mark Freeman, Heather Selby, Deena M. A. Gendoo, Patrick Grossmann, Andrew H. Beck, Hugo J. W. L. Aerts, Mathieu Lupien, Anna Goldenberg, Benjamin Haibe-Kains
PharmacoGx: an R package for analysis of large pharmacogenomic datasets. Bioinform. 32 (8) (2016)
Zhaleh Safikhani, Nehme Hachem, Petr Smirnov, Mark Freeman, Anna Goldenberg, Nicolai J. Birkbak, Andrew H. Beck, Hugo J. W. L. Aerts, John Quackenbush, Benjamin Haibe-Kains
. reply. Nat. 540 (7631) (2016)