On-device research index

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.

169,051 papers · 148 categories

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2 results for “Self-Triggered”

S-TRIGGER: Continual State Representation Learning via Self-Triggered Generative Replaycs.LG

S-TRIGGER learns state representations for continual learning.

problem Efficiently compress and maintain past knowledge in changing environments.

method Generative Replay with self-triggered environment change detection.

result S-TRIGGER enables fast and high-performing Reinforcement Learning without catastrophic forgetting.

Continual Learning State Representation Reinforcement Learning Generative Replay Self-Triggered

2019-02-25abs ↗pdf ↗

Predicting Smoking Events with a Time-Varying Semi-Parametric Hawkes Process Modelstat.ML

Health risks from cigarette smoking -- the leading cause of preventable death in the United States -- can be substantially reduced by quitting. Although most smokers are motivated to quit, the majority of quit attempts fail. A number of studies have explored the role of self-reported symptoms, physiologic measurements,…

2018-09-05abs ↗pdf ↗