Books and chapters

  • Dmitry Efimov. Encyclopedia of Social Network Analysis and Mining, edited by Jon Rokne and Reda Alhajj, chapter “Independent Component Analysis”, Springer-Verlag New York (2014): 724-728
  • Valerian Gavrilov, Alexey Subbotin and Dmitry Efimov. Boundary properties of analytic functions (further contribution). Moscow, Russia: Moscow University Press, 2013


  • Dmitry Efimov. Click-Through Rate Prediction - Top-5 Solution For The Avazu Contest, Mathematica Montisnigri, vol. XXXII (2015): 158-171
  • Jose Berengueres and Dmitry Efimov. Airline new customer tier level forecasting for real-time resource allocation of a miles program. Journal of Big Data 1, no. 06 (2014): 1-3. DOI: 10.1186/2196-1115-1-3
  • Dmitry Efimov and Vladimir Nikulin. Prediction of a biological response of molecules from their chemical properties. Advanced Science, 2(2), 2013: 107-123 (in Russian)
  • Nazar Zaki, Dmitry Efimov and Jose Berengueres. Protein complex detection using interaction reliability assessment and weighted clustering coefficient. BMC Bioinformatics, vol. 14 (2013): 163. DOI: 10.1186/1471-2105-14-163
  • Nazar Zaki, Jose Berengueres and Dmitry Efimov. Detection of protein complexes using a protein ranking algorithm. Proteins: Structure, Function, and Bioinformatics, 80, no. 10 (2012): 2459-2468. ISSN: 1097-0134
  • Dmitry Efimov. Structural properties of holomorphic functions classes in a half plane. Mathematical Notes, 83, no. 5 (2009): 661-666
  • Dmitry Efimov. Criteria of limited and completely bounded sets in F-algebras of holomorphic functions defined by maximal functions. Moscow University Mathematics Bulletin, 1, no. 2 (2008): 23-28. ISSN: 0027-1322
  • Dmitry Efimov. F-algebras of holomorphic functions in a half-plane defined by maximal functions. Doklady Mathematics, 416, no. 6 (2007): 732-734. ISSN: 1064-5624
  • Dmitry Efimov and Alexey Subbotin. Some F-algebras of holomorphic functions in a half-plane. Mathematica Montisnigri, XVI, no. 2 (2003): 69-81

Conferences and proceedings

  • Dmitry Efimov, Di Xu, Luyang Kong, Alexey Nefedov and Archana Anandakrishnan. Using generative adversarial networks to synthesize artifical financial datasets. Workshop on Robust AI in Financial Services: Data, Fairness, Explainability, Trustworthiness, and Privacy. 33rd Conference on Neural Information Processing Systems (NeurIPS 2019), Vancouver, Canada
  • Dmitry Efimov and Hana Sulieman. Sobol sensitivity for machine learning. Springer Proceedings of Mathematics & Statistics: special volume of the AUS-ICMS’15
  • Dmitry Efimov. Click-Through Rate Prediction - TOP-5 solution for the Avazu contest. Paper presented at the 13th International seminar “Mathematical models and modeling in laser plasma processes and advanced science technologies”, Petrovac, Montenegro, June 1-6, 2015
  • Dmitry Efimov, Lucas Silva and Benjamin Solecki . KDD Cup 2013 - Author-Paper Identification Challenge: Second Place Team. Paper presented at the 19th ACM SIGKDD, KDD Cup Workshop, Chicago, Illinois USA, August 11-14, 2013
  • Benjamin Solecki, Lucas Silva and Dmitry Efimov. KDD Cup 2013 - Author Disambiguation. Paper presented at the 19th ACM SIGKDD, KDD Cup Workshop, Chicago, Illinois USA, August 11-14, 2013
  • Dmitry Efimov, Nazar Zaki, and Jose Berengueres. Detecting Protein Complexes from Noisy Protein Interaction Data. Paper presented at the 18th ACM SIGKDD, BioKDD, Beijing, China, August 12-16, 2012
  • Nazar Zaki, Jose Berengueres and Dmitry Efimov. ProRank: A Method for Detecting Protein Complexes. Paper presented at the 14th international conference on Genetic and evolutionary computation conference (GECCO’12), pp: 209-216, Philadelphia, Pennsylvania, USA, July 7-11, 2012
  • 2nd Baltic Autumn School, Workshop on Systems Biology, Lubeck, Germany, September, 2011
  • International conference “Metric geometry of surfaces and polyhedra”, dedicated to 100th anniversary of N.V.Efimov. Moscow, Russia, August, 2010
  • V international workshop “Fourier series and applications”. Novorossiysk, Russia, May, 2008
  • Conference “Lomonosov readings from-2007”. Moscow, Russia, April, 2007
  • 13th Saratov conference “The modern issues of functional theory and applications”. Saratov, Russia, January , 2006
  • 24th conference of young scientists. Moscow State University, Russia, April, 2002