Learning to accelerate Krasnosel'skii-Mann fixed-point iterations with guarantees

arXiv:2601.07665 · eess.SY, cs.LG, cs.SY, math.OC · Submitted 2026-01-12 · Read on arXiv

eess.SY, cs.LG, cs.SY, math.OC

Submitted: 2026-01-12

Updated: 2026-10-09

Terminology

Convergence Guarantees — 9× in this paper · explained in 3 episodes
Accuracy — 2× in this paper · explained in 1 episode
Adam — 2× in this paper · explained in 2 episodes
Alternating Direction Method of Multipliers (ADMM) — 1× in this paper · explained in 2 episodes
Benchmark — 1× in this paper · explained in 2 episodes
Hilbert Space — 1× in this paper · explained in 2 episodes
Nash Equilibrium — 1× in this paper · explained in 2 episodes
Reinforcement Learning — 1× in this paper · explained in 4 episodes
Transformer — 1× in this paper · explained in 2 episodes