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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.

169,181 papers · 148 categories

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3 results for “self-triggering”

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

Model predicts smoking events using a Hawkes process.

problem Predict smoking events to improve cessation interventions.

method Time-varying semi-parametric Hawkes process model.

result TV-SPHP achieves superior prediction performance.

Hawkes process smoking events cessation interventions time-varying predictors nicotine metabolism

2018-09-05abs ↗pdf ↗

THAP: A Matlab Toolkit for Learning with Hawkes Processesstat.ML

A toolkit for learning Hawkes processes simplifies research and education.

problem Analyzing asynchronous event sequences with self- and mutually-triggering patterns.

method Implementation of learning algorithms and analysis tools for Hawkes processes.

result Systematic compilation of state-of-the-art and classic Hawkes process algorithms.

Hawkes processes point processes self-triggering mutual-triggering learning algorithms

2017-08-28abs ↗pdf ↗