Madeleine Udell
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
27
Venues
13
Active years
2014–2025
Best venue rank
A*
Where they publish
Papers
27 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2025 | COLT | Gradient Methods with Online Scaling. | Wenzhi Gao, Ya-Chi Chu, Yinyu Ye, Madeleine Udell |
| 2025 | CPAIOR | LLMs for Cold-Start Cutting Plane Separator Configuration. | Connor Lawless, Yingxi Li, Anders Wikum, Madeleine Udell, Ellen Vitercik |
| 2025 | ICML | Provable and Practical Online Learning Rate Adaptation with Hypergradient Descent. | Ya-Chi Chu, Wenzhi Gao, Yinyu Ye, Madeleine Udell |
| 2025 | ICML | Understanding Fixed Predictions via Confined Regions. | Connor Lawless, Tsui-Wei Weng, Berk Ustun, Madeleine Udell |
| 2025 | KDD | Interpretable Prediction and Feature Selection for Survival Analysis. | Mike Van Ness, Madeleine Udell |
| 2024 | ICML | OptiMUS: Scalable Optimization Modeling with (MI)LP Solvers and Large Language Models. | Ali AhmadiTeshnizi, Wenzhi Gao, Madeleine Udell |
| 2024 | ICML | Challenges in Training PINNs: A Loss Landscape Perspective. | Pratik Rathore, Weimu Lei, Zachary Frangella, Lu Lu, Madeleine Udell |
| 2023 | KDD | Data-Efficient and Interpretable Tabular Anomaly Detection. | Chun-Hao Chang, Jinsung Yoon, Sercan . Arik, Madeleine Udell, Tomas Pfister |
| 2023 | KDD | From Human Days to Machine Seconds: Automatically Answering and Generating Machine Learning Final Exams. | Iddo Drori, Sarah J. Zhang, Reece Shuttleworth, Sarah Zhang, Keith Tyser, Zad Chin, Pedro Lantigua, Saisamrit Surbehera, Gregory Hunter, Derek Austin, Leonard Tang, Yann Hicke, Sage Simhon, Sathwik Karnik, Darnell Granberry, Madeleine Udell |
| 2023 | KDD | The Missing Indicator Method: From Low to High Dimensions. | Mike Van Ness, Tomas M. Bosschieter, Roberto Halpin-Gregorio, Madeleine Udell |
| 2022 | AAAI | Online Missing Value Imputation and Change Point Detection with the Gaussian Copula. | Yuxuan Zhao, Eric Landgrebe, Eliot Shekhtman, Madeleine Udell |
| 2022 | ICLR | How Low Can We Go: Trading Memory for Error in Low-Precision Training. | Chengrun Yang, Ziyang Wu, Jerry Chee, Christopher De Sa, Madeleine Udell |
| 2022 | ICML | NysADMM: faster composite convex optimization via low-rank approximation. | Shipu Zhao, Zachary Frangella, Madeleine Udell |
| 2021 | AISTATS | TenIPS: Inverse Propensity Sampling for Tensor Completion. | Chengrun Yang, Lijun Ding, Ziyang Wu, Madeleine Udell |
| 2021 | KDD | ControlBurn: Feature Selection by Sparse Forests. | Brian Liu, Miaolan Xie, Madeleine Udell |
| 2020 | AAAI | Polynomial Matrix Completion for Missing Data Imputation and Transductive Learning. | Jicong Fan, Yuqian Zhang, Madeleine Udell |
| 2020 | ICMLA | Learning to Solve Combinatorial Optimization Problems on Real-World Graphs in Linear Time. | Iddo Drori, Anant Kharkar, William R. Sickinger, Brandon Kates, Qiang Ma, Suwen Ge, Eden Dolev, Brenda Dietrich, David P. Williamson, Madeleine Udell |
| 2020 | KDD | AutoML Pipeline Selection: Efficiently Navigating the Combinatorial Space. | Chengrun Yang, Jicong Fan, Ziyang Wu, Madeleine Udell |
| 2020 | KDD | Missing Value Imputation for Mixed Data via Gaussian Copula. | Yuxuan Zhao, Madeleine Udell |
| 2019 | CVPR | Online High Rank Matrix Completion. | Jicong Fan, Madeleine Udell |
| 2019 | KDD | OBOE: Collaborative Filtering for AutoML Model Selection. | Chengrun Yang, Yuji Akimoto, Dae Won Kim, Madeleine Udell |
| 2017 | AISTATS | Sketchy Decisions: Convex Low-Rank Matrix Optimization with Optimal Storage. | Alp Yurtsever, Madeleine Udell, Joel A. Tropp, Volkan Cevher |
| 2017 | CVPR | Graph-Regularized Generalized Low-Rank Models. | Mihir Paradkar, Madeleine Udell |
| 2016 | PSB | Discovering Patient Phenotypes Using Generalized Low Rank Models. | Alejandro Schuler, Vincent X. Liu, Joe Wan, Alison Callahan, Madeleine Udell, David E. Stark, Nigam H. Shah |
| 2015 | GLOBECOM | Revenue Maximization for Broadband Service Providers Using Revenue Capacity. | Haleema Mehmood, Madeleine Udell, John M. Cioffi |
| 2015 | ICASSP | Factorization for analog-to-digital matrix multiplication. | Edward H. Lee, Madeleine Udell, S. Simon Wong |
| 2014 | SC | Convex optimization in Julia. | Madeleine Udell, Karanveer Mohan, David Zeng, Jenny Hong, Steven Diamond, Stephen P. Boyd |