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1. escaping_saddles_with_preconditioning escaping_saddles_with_preconditioning Public

   Escaping saddle points without Lipschitz smoothness: the power of nonlinear preconditioning -- NeurIPS 2025 (spotlight)

   Python

2. tmlr_nonconvex_power_alm tmlr_nonconvex_power_alm Public

   The inexact power augmented Lagrangian method for con- strained nonconvex optimization -- TMLR 2025

   Julia

3. Power-PPM-and-ALM Power-PPM-and-ALM Public

   The Power Proximal Point and Augmented Lagrangian Method

   Python 3

4. kul-optec/pantr-cdc2023-experiments kul-optec/pantr-cdc2023-experiments Public

   PANTR: A proximal algorithm with regularized Newton updates for nonconvex constrained optimization

   C++ 3

5. kul-optec/spock.jl kul-optec/spock.jl Public

   A proximal solver for the solution of multistage risk-averse optimal control problems

   Julia 3