Research output per year
Research output per year
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Dive into the research topics where Avetik Karagulyan is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Collaborations and top research areas from the last five years
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DET-CGD: COMPRESSED GRADIENT DESCENT WITH MATRIX STEPSIZES FOR NON-CONVEX OPTIMIZATION
Li, H., Karagulyan, A. & Richtárik, P., 2024.Research output: Contribution to conference › Paper › peer-review
1 Scopus citations -
Convergence of Stein Variational Gradient Descent under a Weaker Smoothness Condition
Sun, L., Karagulyan, A. & Richtárik, P., 2023, p. 3693-3717. 25 p.Research output: Contribution to conference › Paper › peer-review
7 Scopus citations -
Bounding the Error of Discretized Langevin Algorithms for Non-Strongly Log-Concave Targets
Dalalyan, A. S., Karagulyan, A. & Riou-Durand, L., Sep 2022, In: Journal of Machine Learning Research. 23Research output: Contribution to journal › Article › peer-review
15 Scopus citations -
Existence of positive solutions for an approximation of stationary mean-field games
Almayouf, N., Bachini, E., Chapouto, A., Ferreira, R., Gomes, D., Jordão, D., Evangelista Junior, D., Karagulyan, A., Monasterio, J., Nurbekyan, L., Pagliar, G., Piccirilli, M., Pratapsi, S., Prazeres, M., Reis, J., Rodrigues, A., Romero, O., Sargsyan, M., Seneci, T. & Song, C. & 5 others, , 2017, In: Involve. 10, 3, p. 473-493 21 p.Research output: Contribution to journal › Article › peer-review
5 Scopus citations