PhD defense: Proximal decomposition methods for optimization problems with structure
slides State University of Campinas, SP, Brazil – September 2023.
PhD defense: Proximal decomposition methods for optimization problems with structure
slides State University of Campinas, SP, Brazil – September 2023.
Proximal splitting methods through the lenses of Moreau-type envelopes
MATRIX Workshop on Splitting Algorithms - Advances, Challenges, and Opportunities, University of Melbourne, Australia - (Upcoming) February 2025
slides Optimization Workshop: Theory, Algorithms, and Applications, Universidad de los Andes, Bogotá, Colombia - (Invited talk) December 2024
slides WOMBAT, University of Sydney, Australia - December 2023.
First-order splitting methods for decentralized optimization
SigmaOpt Workshop, Coffs Habour, Australia - (Invited talk) February 2025
slides CTAC 2024, Monash University, Melbourne, Australia - November 2024
slides Johns Hopkins University, USA - July 2024.
slides EUROPT 2024, Lund University, Sweden - June 2024.
Variational analysis for weakly convex optimization: theory and algorithms
slides Workshop on Continuous and Dynamic Optimization, Universidad de O'Higgins, Chile - December 2024
slides WOMBAT, University of Sydney, Australia - December 2024
slides Optimization Seminar, University of Melbourne, Australia - November 2024
slides Maths & Stats colloquium, University of Melbourne, Australia - August 2024.
Proximal splitting methods avoid strict saddle points of weakly convex problems
slides ISMP 2024, Montréal, Canada - July 2024.
slides Early Career Research Summit 2024, University of Melbourne, Australia - February 2024.
A dual embedded forward-backward scenario decomposition method for convex stochastic programming
slides VII ICSP, University of California, Davis, California, US - July 2023.
slides Mathematical Optimization meets Energy Industry, IMPA, Rio de Janeiro, Brazil - June 2023.
slides SIAM OP23, Seattle, Washington, US - June 2023.
slides Optimization and Equilibrium Seminar, CMM, Universidad de Chile - April 2023.
A unifying framework for descent methods in weakly convex optimization
slides Optim & ML Seminar, Rutgers Business School, New Jersey, US - September 2022.
Bundle approaches for the progressive hedging algorithm
slides VII ICCOPT, Lehigh University, Bethlehem, Pennsylvania, US - July 2022.
slides Robustness and Resilience in Stochastic Optimization and Statistical Learning: Mathematical Foundations workshop, Erice, Italy - May 2022.
Descent sequences for nonconvex functions: global convergence and local rates of convergence
slides Continuous Optimization Seminar UNICAMP-USP, online, Brazil - October 2021.
Linear convergence of descent methods for nonsmooth functions with the Kurdyka-Łojasiewicz property
slides XV IMECC Postgraduate Scientific Meeting EnCPos, online, Brazil - November 2020.
A two-stage model for planning energy investment under uncertainty
slides Continuous Optimization Seminar UNICAMP-USP, online, Brazil - May 2020.
slides VI ICCOPT, Technical University of Berlin (TU), Berlin, Germany - August 2019.
slides XV ICSP, Norwegian University of Science and Technology (NTNU), Trondheim, Norway - July 2019