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Displaying 7 results.
    • Dissertation
    Convex interpolation and performance estimation of first-order methods for convex optimization
    Taylor, Adrien[UCL] (2017)
    • Speech
    Performance Estimation Toolbox (PESTO): automated worst-case analysis of first-order optimization methods
    Taylor, Adrien[UCL] Hendrickx, Julien[UCL] Glineur, François[UCL] (2017) Proceedings of the 56th IEEE Conference on Decision and Control (CDC 2017) — Melbourne (Australia)
    • WorkingPaper
    On the Worst-case Complexity of the Gradient Method with Exact Line Search for Smooth Strongly Convex Functions
    De Klerk, Etienne Glineur, François[UCL] Taylor, Adrien[UCL] (2016)
    • Journal article
    Smooth Strongly Convex Interpolation and Exact Worst-case Performance of First-order Methods
    Taylor, Adrien[UCL] Hendrickx, Julien[UCL] Glineur, François[UCL] (2017) Mathematical Programming — Vol. 161, no. 1, p. 307–345 (2017)
    • WorkingPaper
    Exact worst-case performance of first-order methods for composite convex optimization
    Taylor, Adrien[UCL] Hendrickx, Julien[UCL] Glineur, François[UCL] (2016)
    • Journal article
    Exact Worst-case Performance of First-order Methods for Composite Convex Optimization
    Taylor, Adrien[UCL] Hendrickx, Julien[UCL] Glineur, François[UCL] (2017) SIAM Journal on Optimization — Vol. 27, no. 3, p. 1283-1313 (2017)
    • WorkingPaper
    Smooth Strongly Convex Interpolation and Exact Worst-case Performance of First-order Methods
    Taylor, Adrien[UCL] Hendrickx, Julien[UCL] Glineur, François[UCL] (2015)