Publications

1450 results for Machine Learning

The class imbalance problem
- - Fadel Megahed
  - Ying-Ju Chen
  - et al.
- 2021
- Nature Methods
Density-based interpretable hypercube region partitioning for mixed numeric and categorical data
- - Samuel Ackerman
  - Eitan Farchi
  - et al.
- 2021
- JSM 2021
Learning Insurance Benefit Rules from Policy Texts with Small Labeled Data
- - Gabriele Picco
  - Lam Thanh Hoang
  - et al.
- 2021
- MedInfo 2021
Hierarchical Representation of Complex Intervention Sequences for Automated Subgroup Analysis in Critical Care Settings
- - Amee Trivedi
  - William Ogallo
  - et al.
- 2021
- MedInfo 2021
Dynamic graph and polynomial chaos based models for contact tracing data analysis and optimal testing prescription
- - Shashanka Ubaru
  - Lior Horesh
  - et al.
- 2021
- Journal of Biomedical Informatics
FedDR -- Randomized Douglas-Rachford Splitting Algorithms for Nonconvex Federated Composite Optimization
- - Quoc Tran-Dinh
  - Nhan Pham
  - et al.
- 2021
- NeurIPS 2021
Pipeline Combinators for Gradual AutoML
- - Guillaume Baudart
  - Martin Hirzel
  - et al.
- 2021
- NeurIPS 2021
On the Equivalence between Neural Network and Support Vector Machine
- - Yilan Chen
  - Wei Huang
  - et al.
- 2021
- NeurIPS 2021
OPEn: An Open-ended Physics Environment for Learning Without a Task
- - Chuang Gan
  - Abhishek Bhandwaldar
  - et al.
- 2021
- IROS 2021
Learning Whole-Slide Segmentation from Inexact and Incomplete Labels Using Tissue Graphs
- - Valentin Anklin
  - Pushpak Pati
  - et al.
- 2021
- MICCAI 2021