Davit Gogolashvili

According to our database, Davit Gogolashvili authored at least 4 papers between 2022 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

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

2023

When is Importance Weighting Correction Needed for Covariate Shift Adaptation?

Davit Gogolashvili, Matteo Zecchin, Motonobu Kanagawa, Marios Kountouris, Maurizio Filippone

CoRR, 2023

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

PhD thesis, 2022

Locally Smoothed Gaussian Process Regression.

Davit Gogolashvili, Bogdan L. Kozyrskiy, Maurizio Filippone

Proceedings of the Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 26th International Conference KES-2022, 2022