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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.

168,742 papers · 148 categories

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2 results for “system-agnostic”

System-Agnostic Meta-Learning for MDP-based Dynamic Scheduling via Descriptive Policycs.LG

This paper proposes a system-agnostic policy for dynamic scheduling.

problem Dynamic scheduling in changing systems is challenging due to system-specific optimal policies.

method Descriptive policy that learns a system-agnostic scheduling principle.

result System-agnostic meta-learning enables adaptation to unseen system characteristics.

dynamic scheduling meta-learning system-agnostic MDP priority

2022-01-18abs ↗pdf ↗

Explaining a black-box using Deep Variational Information Bottleneck Approachcs.LG

Interpretable machine learning has gained much attention recently. Briefness and comprehensiveness are necessary in order to provide a large amount of information concisely when explaining a black-box decision system. However, existing interpretable machine learning methods fail to consider briefness and comprehensiven…

2019-02-19abs ↗pdf ↗