Research
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

Trend · papers per month

count% of corpus
0.3%0.5%0.8%0.1% · Jul 201819922001200920182026
2 results for “self-evaluation”
IntroVAE: Introspective Variational Autoencoders for Photographic Image Synthesiscs.LG

IntroVAE synthesizes high-quality photos by self-evaluating and improving its outputs.

problem Generating high-quality photographic images with stable and realistic results.
method Introspective Variational Autoencoder (IntroVAE) that trains inference and generator models jointly, encouraging the inference model to distinguish between generated and real samples.
result Produces high-resolution photo-realistic images comparable to or better than state-of-the-art GANs.
photographic image synthesisvariational autoencoderGANsself-evaluationimage quality
2018-07-17abs ↗pdf ↗
Automating concept-drift detection by self-evaluating predictive model degradationcs.LG

Paper proposes a method to automatically detect drift in machine learning models.

problem Detecting changes in class-label data distributions that affect model predictions.
method Self-evaluating predictive model degradation to detect concept drift.
result Effectiveness in automatically detecting and describing concept drift.
concept driftmachine learningdrift detectionpredictive modelclass-based
2019-07-18abs ↗pdf ↗