Locally Smoothed Gaussian Process Regression. - Davit Gogolashvili; Bogdan L. Kozyrskiy; Maurizio Filippone (KES, 2022)

Global and local Kernel methods for dataset shift, scalable inference and optimization. (Méthodes à noyau globales et locales pour le déplacement de données, l'inférence évolutive et l'optimisation). - Davit Gogolashvili (2022)

When is Importance Weighting Correction Needed for Covariate Shift Adaptation? - Davit Gogolashvili; Matteo Zecchin; Motonobu Kanagawa; Marios Kountouris; Maurizio Filippone (CoRR, 2023)

Estimating the Minimizer and the Minimum Value of a Regression Function under Passive Design. - Arya Akhavan; Davit Gogolashvili; Alexandre B. Tsybakov (J. Mach. Learn. Res., 2024)