Vetrov Dmitrii Petrovich

Publications in Math-Net.Ru

1. Generative flow networks as entropy-regularized RL
   
   Proc. Mach. Learn. Res. (PMLR), 238 (2024),  4213–4221
2. Loss function dynamics and landscape for deep neural networks trained with quadratic loss
   
   Dokl. RAN. Math. Inf. Proc. Upr., 508 (2022),  50–69
3. Устойчивый к шуму метод обучения вариационного автокодировщика
   
   Intelligent systems. Theory and applications, 21:2 (2017),  90–109
4. Automatic determination of the numbers of components in the EM algorithm for the restoration of a mixture of normal distributions
   
   Zh. Vychisl. Mat. Mat. Fiz., 50:4 (2010),  770–783
5. On the achievement of a compromise between the accuracy and stability of classifiers in the problem of choosing the best sound function for Bayesian learning
   
   Vestnik TVGU. Ser. Prikl. Matem. [Herald of Tver State University. Ser. Appl. Math.], 2009, no. 15,  47–52
6. On the achievement of a compromise between the accuracy and stability of classifiers in the problem of choosing the best sound function for Bayesian learning
   
   Vestnik TVGU. Ser. Prikl. Matem. [Herald of Tver State University. Ser. Appl. Math.], 2009, no. 14,  45–53
7. An efficient method for feature selection in linear regression based on an extended Akaike's information criterion
   
   Zh. Vychisl. Mat. Mat. Fiz., 49:11 (2009),  2066–2080
8. Knowledge representation and acquisition in expert systems for pattern recognition
   
   Zh. Vychisl. Mat. Mat. Fiz., 47:8 (2007),  1428–1454
9. Convex cluster stabilization of classification algorithms as a means for finding collective solutions with high generalization ability
   
   Zh. Vychisl. Mat. Mat. Fiz., 45:7 (2005),  1321–1328
10. The synthesis of correct pattern recognition algorithms with minimal instability
    
    Zh. Vychisl. Mat. Mat. Fiz., 43:11 (2003),  1754–1760