Kuleshov A.P., Bernstein A.V., “Nonlinear multi-output regression on unknown input manifold.”, Annals of Mathematics and Artificial Intelligence, 81:1-2 (2017), 209-240
Bernstein A.V., Kuleshov A.P., “Manifold Learning: generalizing ability and tangent proximity”, International Journal of Software and Informatics, 7:3 (2013), 359-390
Bernstein A.V., Kuleshov A.P., Yanovich Yu.A., “Manifold Learning in Regression tasks”, Statistical Learning and Data Sciences (Statistical Learning and Data Sciences, London, 2015), Lecture Notes in Artificial Intelligence, 9407, Springer International Publishing, Switzerland, 2015, 414-423
Kuleshov A.P., Bernstein A.V., Burnaev E.V., “Conformal Prediction in Manifold Learning”, Proceedings of the Seventh Workshop on Conformal and Probabilistic Prediction and Applications (Seventh Workshop on Conformal and Probabilistic Prediction and Applications, Stockholm, 2018), Proceedings of Machine Learning Research, 91, 2018, 234-253