Birs- 22w5199: Derivative-Free Optimization: Linking Algorithms and Applications

  1. Title:
    Monotonic grey box direct search optimization
    Speaker:
    Charles Audet

    Link:
    http://www.birs.ca/events/2022/5-day-workshops/22w5199/videos/watch/202207180800-Audet.html

  2. Title:
    A weak tail-bound probabilistic condition for function estimation in stochastic derivative-free optimization
    Speaker:
    Francesco Rinaldi

    Link:
    http://www.birs.ca/events/2022/5-day-workshops/22w5199/videos/watch/202207181000-Rinaldi.html

  3. Title:
    SOLAR: A solar thermal power plant simulator for blackbox optimization benchmarking
    Speaker:
    Sébastien Le Digabel

    Link:
    http://www.birs.ca/events/2022/5-day-workshops/22w5199/videos/watch/202207181230-LeDigabel.html

  4. Title:
    Positive k-spanning sets and their use in derivative-free optimization
    Speaker:
    Sébastien Kerleau

    Link:
    http://www.birs.ca/events/2022/5-day-workshops/22w5199/videos/watch/202207181315-Kerleau.html

  5. Title:
    A new derivative-free interior point method for constrained black-box optimization
    Speaker:
    Giampaolo Liuzzi

    Link:
    http://www.birs.ca/events/2022/5-day-workshops/22w5199/videos/watch/202207181430-Liuzzi.html

  6. Title:
    Surrogate-assisted many-objective optimization with reference vector guided candidate search and aggregated surrogate model
    Speaker:
    Christine Shoemaker

    Link:
    http://www.birs.ca/events/2022/5-day-workshops/22w5199/videos/watch/202207181515-Shoemaker.html

  7. Title:
    Stochastic average model methods
    Speaker:
    Matt Menickelly

    Link:
    http://www.birs.ca/events/2022/5-day-workshops/22w5199/videos/watch/202207190800-Menickelly.html

  8. Title:
    Constrained stochastic blackbox optimization using a progressive barrier and probabilistic estimates
    Speaker:
    Kwassi Joseph Dzahini

    Link:
    http://www.birs.ca/events/2022/5-day-workshops/22w5199/videos/watch/202207190845-Dzahini.html

  9. Title:
    Escaping unknown discontinuous regions in blackbox optimization
    Speaker:
    Solène Kojtych

    Link:
    http://www.birs.ca/events/2022/5-day-workshops/22w5199/videos/watch/202207191000-Kojtych.html

  10. Title:
    Surrogate model based optimization for tuning DL model architectures
    Speaker:
    Juliane Mueller

    Link:
    http://www.birs.ca/events/2022/5-day-workshops/22w5199/videos/watch/202207191230-Mueller.html

  11. Title:
    Bayesian optimization: performance assessment and improvements using DFO techniques
    Speaker:
    Youssef Diouane

    Link:
    http://www.birs.ca/events/2022/5-day-workshops/22w5199/videos/watch/202207191430-Diouane.html

  12. Title:
    A trust-region based approach to approximate Pareto fronts in multiobjective optimization
    Speaker:
    Ana Custódio

    Link:
    http://www.birs.ca/events/2022/5-day-workshops/22w5199/videos/watch/202207200800-Custodio.html

  13. Title:
    Global optimality integral conditions and an algorithm for multiobjective problems
    Speaker:
    Everton Silva

    Link:
    http://www.birs.ca/events/2022/5-day-workshops/22w5199/videos/watch/202207200845-Silva.html

  14. Title:
    A toolbox for optimizing nonsmooth composite objectives
    Speaker:
    Jeff Larson

    Link:
    http://www.birs.ca/events/2022/5-day-workshops/22w5199/videos/watch/202207201000-Larson.html

  15. Title:
    Bi-objective optimization for road vertical alignment design
    Speaker:
    Yves Lucet

    Link:
    http://www.birs.ca/events/2022/5-day-workshops/22w5199/videos/watch/202207201230-Lucet.html

  16. Title:
    Adjusting the centred simplex gradient to compensate for misaligned sample points
    Speaker:
    Yiwen Chen

    Link:
    http://www.birs.ca/events/2022/5-day-workshops/22w5199/videos/watch/202207201315-Chen.html

  17. Title:
    BFO 2.0: a new release of the Brute Force Optimizer that merits its name a little bit less
    Speaker:
    Margherita Porcelli

    Link:
    http://www.birs.ca/events/2022/5-day-workshops/22w5199/videos/watch/202207201430-Porcelli.html

  18. Title:
    Understanding positive bases
    Speaker:
    Warren Hare

    Link:
    http://www.birs.ca/events/2022/5-day-workshops/22w5199/videos/watch/202207210800-Hare.html

  19. Title:
    Handling of constraints in multiobjective blackbox optimization
    Speaker:
    Ludovic Salomon

    Link:
    http://www.birs.ca/events/2022/5-day-workshops/22w5199/videos/watch/202207210845-Salomon.html

  20. Title:
    Randomized subspace and adaptive methods for large-scale derivative-free optimization
    Speaker:
    Stefan Wild

    Link:
    http://www.birs.ca/events/2022/5-day-workshops/22w5199/videos/watch/202207211000-Wild.html