GazeDPM: Early Integration of Gaze Information in Deformable Part Models. - Iaroslav Shcherbatyi; Andreas Bulling; Mario Fritz (CoRR, 2015)

Convexification of Learning from Constraints. - Iaroslav Shcherbatyi; Bjoern Andres (GCPR, 2016)

Data-Driven, Statistical Learning Method for Inductive Confirmation of Structural Models. - Wolfgang Maass 002; Iaroslav Shcherbatyi (HICSS, 2017)

Inductive Discovery by Machine Learning for Identification of Structural Models. - Wolfgang Maass 002; Iaroslav Shcherbatyi (ER, 2018)

A Data-analytical System to Predict Therapy Success for Obese Children. - Nurten Öksüz; Iaroslav Shcherbatyi; Tobias Kowatsch; Wolfgang Maass 002 (ICIS, 2018)

Constrained Bayesian Optimization with Max-Value Entropy Search. - Valerio Perrone; Iaroslav Shcherbatyi; Rodolphe Jenatton; Cédric Archambeau; Matthias W. Seeger (CoRR, 2019)

Amazon SageMaker Autopilot: a white box AutoML solution at scale. - Piali Das; Nikita Ivkin; Tanya Bansal; Laurence Rouesnel; Philip Gautier; Zohar S. Karnin; Leo Dirac; Lakshmi Ramakrishnan; Andre Perunicic; Iaroslav Shcherbatyi; Wilton Wu; Aida Zolic; et al. (DEEM@SIGMOD, 2020)

Amazon SageMaker Autopilot: a white box AutoML solution at scale. - Piali Das; Valerio Perrone; Nikita Ivkin; Tanya Bansal; Zohar S. Karnin; Huibin Shen; Iaroslav Shcherbatyi; Yotam Elor; Wilton Wu; Aida Zolic; Thibaut Liénart; Alex Tang; et al. (CoRR, 2020)

Amazon SageMaker Automatic Model Tuning: Scalable Black-box Optimization. - Valerio Perrone; Huibin Shen; Aida Zolic; Iaroslav Shcherbatyi; Amr Ahmed 004; Tanya Bansal; Michele Donini; Fela Winkelmolen; Rodolphe Jenatton; Jean Baptiste Faddoul; Barbara Pogorzelska; Miroslav Miladinovic; et al. (CoRR, 2020)

Amazon SageMaker Automatic Model Tuning: Scalable Gradient-Free Optimization. - Valerio Perrone; Huibin Shen; Aida Zolic; Iaroslav Shcherbatyi; Amr Ahmed 004; Tanya Bansal; Michele Donini; Fela Winkelmolen; Rodolphe Jenatton; Jean Baptiste Faddoul; Barbara Pogorzelska; Miroslav Miladinovic; et al. (KDD, 2021)