Universalization of narrow methods: Case study on autoencoders. - Alexey Potapov; Vita Batishcheva; Shuchao Pang (CCIS, 2014)

Limited Generalization Capabilities of Autoencoders with Logistic Regression on Training Sets of Small Sizes. - Alexey Potapov; Vita Batishcheva; Maxim Peterson (AIAI, 2014)

Genetic Programming on Program Traces as an Inference Engine for Probabilistic Languages. - Vita Batishcheva; Alexey Potapov (AGI, 2015)

Optimization Framework with Minimum Description Length Principle for Probabilistic Programming. - Alexey Potapov; Vita Batishcheva; Sergey Rodionov (AGI, 2015)

A Generative Probabilistic Model for Leaning Complex Visual Stimuli. - Alexey Potapov; Vita Batishcheva (BICA, 2016)