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 “ASER”

A Dataset for measuring reading levels in India at scaleeess.AS

Dataset for measuring reading levels in India's children.

problem Measuring reading levels in India's vast population.

method Developed ASER dataset with 5,301 subjects in Hindi, Marathi, and English.

result Achieved 86% accuracy in English language classification.

India reading levels machine learning ASER dataset

2019-11-27abs ↗pdf ↗

Online Class-Incremental Continual Learning with Adversarial Shapley Valuecs.LG

Paper proposes a new method to select memory data for online class-incremental learning.

problem Selecting which buffered images to replay for online class-incremental learning.

method Adversarial Shapley value scoring method to preserve latent decision boundaries.

result Proposed ASER method provides competitive or improved performance compared to state-of-the-art methods.

online class-incremental learning replay-based continual learning Adversarial Shapley value latent decision boundaries memory footprint

2020-08-31abs ↗pdf ↗