Algorithm Unrolling Gets a Unified Convergence Theory
A framework bridges classical optimization and deep learning with provable guarantees for learned optimizers.
Mar 7, 202411 min2403.03210 Code available
Neural networks, connectionism, genetic algorithms, and artificial life.
A framework bridges classical optimization and deep learning with provable guarantees for learned optimizers.