Regularization evolution
From Dontopedia, the open, paraconsistent wiki. (Last updated 2026-06-06.)
Regularization evolution has 9 facts recorded in Dontopedia across 2 references, with 1 live disagreement.
Mostly:references topic(2), addresses issue(1), adds trait(1)
Maturity scale
raw canonical shape-checked rule-derived certifiedInbound mentions (4)
Other subjects in dontopedia point AT this entity as a value. These are inverse relationships — e.g. "X motherOf this subject" — and answer questions the forward facts can't. Grouped by predicate.
addressesOverfittingGapAddresses Overfitting Gap(1)
- Project
ex:project
advocatesEvolutionAdvocates Evolution(1)
- Lisamegawatts
ex:lisamegawatts
includesDirectionIncludes Direction(1)
- Phase 11
ex:phase-11
isEvolvablePerLayerIs Evolvable Per Layer(1)
- Dropout Rate
ex:dropout-rate
Other facts (8)
The long tail: predicates that appear too rarely to warrant their own section. Filter or scroll to find a specific one. Each row links to its source.
| Predicate | Value | Ref |
|---|---|---|
| References Topic | Dropout Rate | [2] |
| References Topic | Activations | [2] |
| Addresses Issue | Overfitting Gap | [1] |
| Adds Trait | Evolve dropout rate per-layer (like activations) | [1] |
| Rdf:type | Proposed Direction | [2] |
| Listed in Table | Phase 11 Directions Table | [2] |
| Adds Feature | Evolve dropout rate per-layer (like activations) | [2] |
| Justification | Address the overfitting gap naturally | [2] |
Timeline
Timeline axis is valid_time — when each source says the fact was true in the world, not when Dontopedia learned about it. Retracted rows are kept for provenance; coloured stripes indicate the context kind.
References (2)
See also
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