A two-stage subspace trust region approach for deep neural network training. - Viacheslav Dudar; Giovanni Chierchia; Emilie Chouzenoux; Jean-Christophe Pesquet; Vladimir Semenov (EUSIPCO, 2017)

Use of symmetric kernels for convolutional neural networks. - Viacheslav Dudar; Vladimir Semenov (CoRR, 2018)