The Netflix Recommender System: Algorithms, Business Value, and Innovation. - Carlos Alberto Gomez-Uribe; Neil Hunt (ACM Trans. Manag. Inf. Syst., 2016)

How Can Increased Randomness in Stochastic Gradient Descent Improve Generalization? - Arwen V. Bradley; Carlos Alberto Gomez-Uribe (CoRR, 2021)

The Decoupled Extended Kalman Filter for Dynamic Exponential-Family Factorization Models. - Carlos Alberto Gomez-Uribe; Brian Karrer (J. Mach. Learn. Res., 2021)

Studying Generalization Through Data Averaging. - Carlos Alberto Gomez-Uribe (CoRR, 2022)

Shift-curvature, SGD, and generalization. - Arwen V. Bradley; Carlos Alberto Gomez-Uribe; Manish Reddy Vuyyuru (Mach. Learn. Sci. Technol., 2022)