ResearchAlpha Leak

Conferences Topics Top Authors Rankings Browse All

Home/Authors/Jane Lange

Jane Lange

Topic trends: 32,543 papers · similarity ≥ 0.4 · year ≥ 2024 · Data sourced from Semantic Scholar

34,598 papers | Abstracts: 31,650 (91.5%) | Citations: 34,598 (100.0%) | arXiv: 26,074 (75.4%)

Built: Feb 16, 2026, 7:19 PM AMS

7

papers

78

total citations

papers (7)

Provably efficient, succinct, and precise explanations

NEURIPS 2021arXiv

Provable guarantees for decision tree induction: the agnostic setting

Universal guarantees for decision tree induction via a higher-order splitting criterion

NEURIPS 2020arXiv

Popular decision tree algorithms are provably noise tolerant

A query-optimal algorithm for finding counterfactuals

Estimating decision tree learnability with polylogarithmic sample complexity

NEURIPS 2020arXiv

Robust learning of halfspaces under log-concave marginals

NEURIPS 2025arXiv