CAGrad

Conflict-averse gradient descent, constraining aggregated gradient around average.

Neighborhood — ranked by edge-count

artifact

Lin 2023 Dual-Balancing for Multi-Task Learning
mentions
The paper proposing the Dual-Balancing Multi-Task Learning method.

cosine ≥ 0.65 · no typed edge

Entities in the same semantic neighborhood but without a typed relation to this one — candidates for new edges or unrecognized duplicates.

PCGradmethod0.830
Gradient balancing by projecting conflicting gradients.
Googleinstitute0.730
Murray Shanahan's part-time employer and provider of LLM technology.
C_allconcept0.720
The class of all possible building configurations, estimated at 10^2,000,000,000.
CORBAconcept0.716
System architecture pattern whose interface repository construct inspired the Interface Repository pattern in this work.
GradVacmethod0.714
Gradient balancing by aligning gradients regardless of conflict.
Stanfordinstitute0.713
Caltech SPARinstitute0.710
Research group affiliated with both authors; part of institutional affiliation for this work.
Complementmethod0.710
Attribute: an attempt at parity, placing elements side by side as equals, though often failing.