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
0111 · Dec 201819922001200920172026
3 results for “anti-monotonicity”
Exploiting Anti-monotonicity of Multi-label Evaluation Measures for Inducing Multi-label Rulescs.LG

The paper investigates how multi-label evaluation metrics can prune rule search space.

problem Challenges in inducing rules with multiple labels in multi-label classification.
method Examines anti-monotonicity and decomposability properties of multi-label evaluation metrics.
result Commonly used multi-label evaluation metrics exhibit anti-monotonicity, aiding rule search space pruning.
multi-label classificationrule inductionevaluation metricsanti-monotonicitydecomposability
2018-12-14abs ↗pdf ↗
On non-uniqueness in mean field gamesmath.PR

Study shows mean field games can have multiple solutions under certain conditions.

problem Analysis of mean field games with anti-monotone running costs.
method Examined an N+1N+1-player game and mean field game with state space {0,1}, considering a minimum jumping rate.
result Mean field game equation may have multiple solutions if a specific condition is met.
mean field gamesmultiple solutionsanti-monotone running costsminimum jumping rate
2019-08-16abs ↗pdf ↗
Statistically Significant Discriminative Patterns Searchingcs.LG

Discovers discriminative patterns in two-class datasets.

problem Discovering patterns that occur more frequently in one class than the other.
method Proposes SSDPS algorithm with an original enumeration strategy exploiting anti-monotonicity.
result SSDPS outperforms other algorithms in terms of efficiency and pattern generation.
discriminative pattern miningstatistical significancetwo-class datasetsgenetic dataSNP combinations
2019-06-02abs ↗pdf ↗