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Controlled Sparsity via Constrained Optimization or: How I Learned to Stop Tuning Penalties and Love Constraints.
Jose Gallego-Posada
Juan Ramirez
Akram Erraqabi
Yoshua Bengio
Simon Lacoste-Julien
Published in:
NeurIPS (2022)
Keyphrases
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constrained optimization
penalty function
constrained optimization problems
constraint handling
inequality constraints
unconstrained optimization
objective function
augmented lagrangian
lagrange multipliers
interval analysis
penalty functions
neural network
cost function