ResearchAlpha Leak

Conferences Topics Top Authors Rankings Browse All

Home/Authors/Madeleine Udell

Madeleine Udell

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 15, 2026, 3:11 AM AMS

10

papers

242

total citations

papers (10)

Challenges in Training PINNs: A Loss Landscape Perspective

OptiMUS: Scalable Optimization Modeling with (MI)LP Solvers and Large Language Models

Matrix Completion with Quantified Uncertainty through Low Rank Gaussian Copula

NEURIPS 2020arXiv

Can we globally optimize cross-validation loss? Quasiconvexity in ridge regression

NEURIPS 2021arXiv

TabNAS: Rejection Sampling for Neural Architecture Search on Tabular Datasets

NEURIPS 2022arXiv

Provable and Practical Online Learning Rate Adaptation with Hypergradient Descent

Probabilistic Missing Value Imputation for Mixed Categorical and Ordered Data

NEURIPS 2022arXiv

Turbocharging Gaussian Process Inference with Approximate Sketch-and-Project

NEURIPS 2025arXiv

Approximate Cross-Validation with Low-Rank Data in High Dimensions

NEURIPS 2020arXiv

Understanding Fixed Predictions via Confined Regions