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arXiv research

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.

168,695 papers · 148 categories

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0111 · Sep 201819922001200920172026
2 results for “meta-attributions”
Attributions All the Way Down? The Metagame of Interpretabilitycs.LG

A new framework quantifies how model explanations influence each other.

problem Understanding how different model explanations interact and influence each other.
method Introducing the metagame, a conceptual framework for measuring second-order interaction effects of model explanations using Shapley values.
result Meta-attributions provide directional insights into how feature interactions influence model explanations.
interpretabilitymodel explanationsShapley valuesmeta-attributionsinteraction effects
2026-05-07abs ↗pdf ↗
Five lessons from building a deep neural network recommendercs.IR

Recommendation algorithms are widely adopted in marketplaces to help users find the items they are looking for. The sparsity of the items by user matrix and the cold-start issue in marketplaces pose challenges for the off-the-shelf matrix factorization based recommender systems. To understand user intent and tailor rec…

2018-09-06abs ↗pdf ↗