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

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7 results for “unanimity”

Continuous Classification Aggregationcs.AI

Optimal fuzzy classification aggregation functions are weighted means.

problem Characterizing optimal fuzzy classification aggregation functions.

method Proving optimality of weighted arithmetic means for fuzzy classification.

result Optimal fuzzy classification aggregation functions are weighted means.

fuzzy classification aggregation functions weighted arithmetic mean optimality

2025-07-06abs ↗pdf ↗

On Strategyproof Conference Peer Reviewcs.GT

The paper tackles strategic review issues in conference settings.

problem Strategic reviews by reviewers who are also authors can bias the ranking of papers.

method The authors present a strategyproof and efficient peer review algorithm based on partitioning.

result The algorithm guarantees strategyproofness and unanimity under certain conditions.

peer review conference strategyproof social choice unanimity

2018-06-16abs ↗pdf ↗

The birth of (a robust) Arbitrage Theory in de Finetti's early contributionsmath.PR

De Finetti's 1931 work laid the groundwork for modern arbitrage theory.

problem The lack of recognition of de Finetti's contributions to arbitrage theory.

method Examining de Finetti's 1931 work and its relation to recent developments in Robust Finance.

result De Finetti's work is considered the precursor of Asset Pricing Theory.

de Finetti arbitrage theory robust finance Asset Pricing Theory

2023-10-11abs ↗pdf ↗

Multidimensional Analysis of Monthly Stock Market Returnsq-fin.ST

Study finds mixed evidence of monthly stock market anomalies in Turkey and US.

problem Investigating whether stock markets exhibit abnormal returns monthly.

method Statistical summary analysis, decomposition technique, dummy variable estimation, binary logistic regression.

result Weak evidence against efficient market hypothesis on monthly returns, with notable May effect in Turkey.

stock market anomalies monthly returns Turkey US efficient market hypothesis

2020-03-12abs ↗pdf ↗

Unsupervised Feature Learning Architecture with Multi-clustering Integration RBMcs.LG

A novel unsupervised feature learning architecture using multi-clustering integration and MIRBM.

problem Feature learning without labeled data.

method Multi-clustering integration module with MIRBM, using K-means, affinity propagation, and spectral clustering.

result The proposed architecture outperforms state-of-the-art methods in clustering tasks.

unsupervised learning feature extraction multi-clustering MIRBM clustering

2018-12-05abs ↗pdf ↗

Neural Network Encapsulationcs.LG

Improved neural network efficiency through capsule routing and feedback mechanisms.

problem High computational complexity in capsule networks for larger networks.

method Approximated routing with two branches: master and aide, supervised and fast.

result Significant reduction in complexity and runtime with improved capsule agreement.

capsule networks routing feedback neural networks pattern recognition

2018-08-11abs ↗pdf ↗

GRPO, Dr. GRPO, and DAPO Are Three Operations on One Number: The Group-Standard-Deviation Identitycs.LG

Three training methods for language models are shown to be variations of one another.

problem Training language models to reason effectively using different methods.

method Three training methods: GRPO, Dr. GRPO, and DAPO.

result All three methods adjust a single number: standard deviation, measuring disagreement in answers.

language models training methods standard deviation disagreement group-standard-deviation identity

2026-06-30abs ↗pdf ↗