5 citations · 9 across the 8 of their papers we have counts for
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Trade-off invariance for weighted scalarizations in multi-objective optimization
Jona Klemenc, Alessandro Scagliotti
We consider weighted-sum scalarizations for an abstract multi-objective minimization problem defined by the vector-valued map , wher…
From Consensus-Based Optimization to Evolution Strategies: Proof of Global Convergence
Massimo Fornasier, Hui Huang, Jona Klemenc +1
Consensus-based optimization (CBO) is a powerful and versatile zero-order multi-particle method designed to provably solve high-dimensional global optimization problems, including…
Balanced quasistatic evolutions of critical points in metric spaces
Stefano Almi, Massimo Fornasier, Jona Klemenc +1
Quasistatic evolutions of critical points of time-dependent energies exhibit piecewise smooth behavior, making them useful for modeling continuum mechanics phenomena like elastic-p…
Trade-off Invariance Principle for minimizers of regularized functionals
Massimo Fornasier, Jona Klemenc, Alessandro Scagliotti
In this paper, we consider functionals of the form with , where varies in a set (without further structure). We first revi…