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.

168,742 papers · 148 categories

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2 results for “DTF”

Deep Technology Tracing for High-tech Companiescs.LG

Develops a deep learning framework to predict future tech directions for high-tech companies.

problem Difficult task in predicting future R&D trends for high-tech companies due to complexity and variety of factors.

method Deep Technology Forecasting (DTF) framework with three components: PCR, CTR, and DTT neural network.

result DTF framework precisely predicts future tech emphasis of companies using hybrid factors.

Deep Technology Forecasting DTF Competitive Relations Collaborative Technologies Deep Technology Tracing

2020-01-02abs ↗pdf ↗

Interactive Reinforcement Learning for Feature Selection with Decision Tree in the Loopcs.LG

Interactive RL and DT feedback improve feature selection efficiency.

problem Balancing feature selection effectiveness and efficiency.

method Interactive Reinforcement Learning (IRL) and Decision Tree Feedback (DTF) architecture.

result Improved feature selection performance on real-world datasets.

Feature Selection Reinforcement Learning Decision Trees Interactive Learning Efficiency

2020-10-02abs ↗pdf ↗