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Dive into the research topics where Pascal Bianchi is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Long run convergence of discrete-time interacting particle systems of the McKean–Vlasov type
Bianchi, P., Hachem, W. & Priser, V., 1 Aug 2025, In: Stochastic Processes and their Applications. 186, 104647.Research output: Contribution to journal › Article › peer-review
Open Access -
LONG-TIME ASYMPTOTICS OF NOISY SVGD OUTSIDE THE POPULATION LIMIT
Priser, V., Bianchi, P. & Salim, A., 1 Jan 2025, 13th International Conference on Learning Representations, ICLR 2025. International Conference on Learning Representations, ICLR, p. 94780-94811 32 p. (13th International Conference on Learning Representations, ICLR 2025).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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A closed-measure approach to stochastic approximation
Bianchi, P. & Rios-Zertuche, R., 1 Jan 2024, In: Stochastics. 96, 6, p. 1735-1757 23 p.Research output: Contribution to journal › Article › peer-review
Open Access -
On the importance of wind predictions in wake steering optimization
Kadoche, E., Bianchi, P., Carton, F., Ciblat, P. & Ernst, D., 24 Jul 2024, In: Wind Energy Science. 9, 7, p. 1577-1594 18 p.Research output: Contribution to journal › Article › peer-review
Open Access -
Stochastic Subgradient Descent Escapes Active Strict Saddles on Weakly Convex Functions
Bianchi, P., Hachem, W. & Schechtman, S., 1 Aug 2024, In: Mathematics of Operations Research. 49, 3, p. 1761-1790 30 p.Research output: Contribution to journal › Article › peer-review
Open Access -
Conditional independence testing via weighted partial copulas
Bianchi, P., Elgui, K. & Portier, F., 1 Jan 2023, In: Journal of Multivariate Analysis. 193, 105120.Research output: Contribution to journal › Article › peer-review
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Analysis of a Target-Based Actor-Critic Algorithm with Linear Function Approximation
Barakat, A., Bianchi, P. & Lehmann, J., 1 Jan 2022, In: Proceedings of Machine Learning Research. 151, p. 991-1040 50 p.Research output: Contribution to journal › Conference article › peer-review
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Convergence of Constant Step Stochastic Gradient Descent for Non-Smooth Non-Convex Functions
Bianchi, P., Hachem, W. & Schechtman, S., 1 Sept 2022, In: Set-Valued and Variational Analysis. 30, 3, p. 1117-1147 31 p.Research output: Contribution to journal › Article › peer-review
Open Access -
A fully stochastic primal-dual algorithm
Bianchi, P., Hachem, W. & Salim, A., 1 Mar 2021, In: Optimization Letters. 15, 2, p. 701-710 10 p.Research output: Contribution to journal › Article › peer-review
Open Access -
Convergence and dynamical behavior of the Adam algorithm for nonconvex stochastic optimization
Barakat, A. & Bianchi, P., 1 Feb 2021, In: SIAM Journal on Optimization. 31, 1, p. 244-274 31 p.Research output: Contribution to journal › Article › peer-review
Open Access