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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5 results for “flowcharts”

Automatic Discovery of Interpretable Planning Strategiescs.LG

AI-Interpret transforms opaque policies into simple, interpretable decision rules.

problem Designing effective decision aids for professionals to mitigate decision-making biases.

method Combining imitation learning, program induction, and clustering to transform learned policies into interpretable descriptions.

result Providing interpretable decision rules as flowcharts significantly improves people's planning strategies and decisions.

decision aids decision-making biases reinforcement learning interpretable policies flowcharts

2020-05-24abs ↗pdf ↗

Counterexamples in 4-manifold topologymath.GT

The abstract explains counterexamples in 4-manifold topology.

problem Understanding the equivalence relations on 4-manifolds.

method Explains and provides counterexamples for various equivalence relations.

result Illustrates the failure of potential implications between equivalence relations.

4-manifold topology equivalence relations counterexamples h-cobordant manifolds stably homeomorphic

2022-03-24abs ↗pdf ↗

A new approach to the classification of almost contact metric manifolds via intrinsic endomorphismsmath.DG

A new method classifies almost contact metric manifolds using intrinsic endomorphisms.

problem Difficult classification of almost contact metric manifolds into 2^12 classes.

method Introducing intrinsic endomorphisms S and h, providing a flowchart based on algebraic conditions.

result A more natural classification scheme with fewer classes, including

\mathcal{H}

-parallel manifolds.

almost contact metric manifolds intrinsic endomorphisms classification torsion characteristic connection

2025-04-23abs ↗pdf ↗

Demystifying Prediction Powered Inferencestat.ML

PPI uses predictions to improve inference from incomplete data.

problem Incomplete or costly-to-measure outcomes in research fields.

method Leverages large unlabeled datasets for improved statistical efficiency with bias correction.

result PPI variants produce tighter confidence intervals than complete-case analysis.

Prediction-Powered Inference Machine Learning Incomplete Data Statistical Efficiency Bias Correction

2026-01-28abs ↗pdf ↗

Privacy-Preserving Analytics for Smart Meter (AMI) Data: A Hybrid Approach to Comply with CPUC Privacy Regulationscs.CR

Hybrid approach protects privacy while analyzing smart meter data.

problem Privacy concerns in AMI data analysis under CPUC regulations.

method Anonymization, differential privacy, federated learning, synthetic data, cryptography.

result Comprehensive privacy-preserving analytics framework for AMI data.

Privacy-preserving analytics Smart meters AMI data CPUC regulations Differential privacy

2025-05-13abs ↗pdf ↗