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Carlos Alberto Gomez-Uribe

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Journal Articles

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2022
[j3]
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  - journals/mlst/BradleyGV22
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Arwen V. Bradley, Carlos Alberto Gomez-Uribe, Manish Reddy Vuyyuru:
Shift-curvature, SGD, and generalization. Mach. Learn. Sci. Technol. 3(4): 45002 (2022)
2021
[j2]
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Carlos Alberto Gomez-Uribe, Brian Karrer:
The Decoupled Extended Kalman Filter for Dynamic Exponential-Family Factorization Models. J. Mach. Learn. Res. 22: 5:1-5:25 (2021)
2016
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Carlos Alberto Gomez-Uribe, Neil Hunt:
The Netflix Recommender System: Algorithms, Business Value, and Innovation. ACM Trans. Manag. Inf. Syst. 6(4): 13:1-13:19 (2016)

Informal and Other Publications

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2022
[i3]
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  - journals/corr/abs-2206-13669
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Carlos Alberto Gomez-Uribe:
Studying Generalization Through Data Averaging. CoRR abs/2206.13669 (2022)
2021
[i2]
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  - journals/corr/abs-2108-09507
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Arwen V. Bradley, Carlos Alberto Gomez-Uribe:
How Can Increased Randomness in Stochastic Gradient Descent Improve Generalization? CoRR abs/2108.09507 (2021)
2018
[i1]
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  - journals/corr/abs-1806-09976
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Carlos Alberto Gomez-Uribe, Brian Karrer:
The decoupled extended Kalman filter for dynamic exponential-family factorization models. CoRR abs/1806.09976 (2018)

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