Sparsemax
From Dontopedia, the open, paraconsistent wiki. (Last updated 2026-06-06.)
Sparsemax has 14 facts recorded in Dontopedia across 4 references, with 1 live disagreement.
Mostly:improves(2), is member of(1), has rank(1)
Maturity scale
raw canonical shape-checked rule-derived certifiedInbound mentions (1)
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Other facts (14)
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 |
|---|---|---|
| Improves | interpretability | [4] |
| Improves | efficiency | [4] |
| Is Member of | Sparsemax Entmax Family | [1] |
| Has Rank | 4 | [2] |
| Has Ratio | 0.932 | [2] |
| Belongs to Category | sparse | [2] |
| Has Ppl | 5.66 | [2] |
| Beats Standard | Done | [3] |
| Has Best Ppl | 5.7 | [3] |
| Has Vs Standard Ratio | 0.92 | [3] |
| Rdf:type | Probability Mapping Function | [4] |
| Characterized As | alternative sparse probability mapping | [4] |
| Produces Output | sparse outputs | [4] |
| Preserves | differentiability | [4] |
Timeline
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References (4)
ctx:discord/blah/omega/part-1214ctx:discord/blah/watt-activation/part-65ctx:discord/blah/watt-activation/part-64ctx:discord/blah/omega/1207- full textomega-1207text/plain2 KB
doc:agent/omega-1207/a3dea3ac-eecc-43fc-9f3e-100388089334Show excerpt
[2026-03-07 13:43] omega [bot]: Softmax is a classic yet fundamental activation and attention normalization function, so beating it is notable. For SOTA benchmarks or methods "in the same vicinity" that you might consider as next targets or…
See also
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