Concepedia

Madeleine Udell

MU

45

Publications

1.6K

Citations

21

H-Index

2012

Active since

Affiliations

Cornell University(Current)

Stanford University

California Institute of Technology

Madeleine Udell is an author at Cornell University specializing in engineering, data science, and computer science.

Top concepts

EngineeringComputer ScienceData ScienceMachine LearningApproximation TheoryMathematical ProgrammingStatisticsInverse ProblemsKnowledge DiscoveryData Mining

Publications per year

2012–2024

45

Publications

45

Why Are Big Data Matrices Approximately Low Rank?

Madeleine Udell, Alex Townsend · SIAM Journal on Mathematics of Data Science · 2019 · 195 citations · Full text

Low Rank Matrix, Latent Modeling, Low Rank Structure +15

Convex Optimization in Julia

Madeleine Udell, Karanveer Mohan, David Zeng et al. · 2014 · 146 citations

Mathematical Programming, Numerical Analysis, Conic Optimization +10

Fairness Under Unawareness

Jiahao Chen, Nathan Kallus, Xiaojie Mao et al. · 2019 · 132 citations · Full text

Public Policy, Bias Detection, Engineering +15

Chengrun Yang, Yuji Akimoto, Dae Won Kim et al. · 2019 · 86 citations · Full text

Artificial Intelligence, Algorithm Selection, Hyperparameter Estimation +10

Low-Rank Tucker Approximation of a Tensor from Streaming Data

Yiming Sun, Yang Guo, Charlene Luo et al. · SIAM Journal on Mathematics of Data Science · 2020 · 79 citations · Full text

Computational Science, Tucker Decomposition, Engineering +13

Rows per page

1–5 of 45