GONO adapts Adam's momentum using measured gradient directional consistency to better navigate plateaus and oscillations while matching Adam's convergence rate.
Sufficient Conditions for Convergence of the
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
fields
cs.LG 1years
2026 1verdicts
UNVERDICTED 1representative citing papers
citing papers explorer
-
Directional Consistency as a Complementary Optimization Signal: The GONO Framework
GONO adapts Adam's momentum using measured gradient directional consistency to better navigate plateaus and oscillations while matching Adam's convergence rate.