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A locally-built, LLM-digested index of recent arXiv papers in quant finance, geometry/topology, and statistical ML — keyword search served straight from SQLite on this machine.

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1 result for “joint-nullspace”
NullSpaceNet: Nullspace Convoluional Neural Network with Differentiable Loss Functioncs.LG

NullSpaceNet maps inputs to a joint-nullspace for clearer class separability.

problem Class separability and interpretability in image classification.
method NullSpaceNet maps inputs to a joint-nullspace, collapsing same-class inputs and separating different classes.
result NullSpaceNet achieves superior performance with reduced parameters and time.
image classificationjoint-nullspacedifferentiable lossclass separability
2020-04-25abs ↗pdf ↗