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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 “hinge-Wasserstein”
Hinge-Wasserstein: Estimating Multimodal Aleatoric Uncertainty in Regression Taskscs.LG

Proposes hinge-Wasserstein to improve uncertainty estimation in regression tasks.

problem Estimating multimodal aleatoric uncertainty in regression tasks from images.
method Regression-by-classification paradigm with hinge-Wasserstein loss.
result Hinge-Wasserstein loss improves uncertainty estimation on challenging tasks.
regressionuncertainty estimationcomputer visionhinge-Wassersteinmultimodal distributions
2023-06-01abs ↗pdf ↗