Publications

1496 results for Machine Learning

pylspack: Parallel Algorithms and Data Structures for Sketching, Column Subset Selection, Regression, and Leverage Scores
- - Aleksandros Sobczyk
  - Efstratios Gallopoulos
- 2022
- ACM TOMS
Quantifying the impact of COVID-19 on essential health services: a comparison of interrupted time series analysis using Prophet and Poisson regression models
- - William Ogallo
  - Irene Wanyana
  - et al.
- 2022
- JAMIA
A monitoring framework for deployed machine learning models with supply chain examples
- - Bradley Eck
  - Duygu Kabakci-Zorlu
  - et al.
- 2022
- Big Data 2022
Model-free feature selection to facilitate automatic discovery of divergent subgroups in tabular data
- - Girmaw Abebe Tadesse
  - William Ogallo
  - et al.
- 2022
- Big Data 2022
Robust Text CAPTCHAs Using Adversarial Examples
- - Rulin Shao
  - Zhouxing Shi
  - et al.
- 2022
- Big Data 2022
Distributed Incremental Machine Learning for Big Time Series Data
- - Dhaval Salwala
  - Seshu Tirupathi
  - et al.
- 2022
- Big Data 2022
Federated XGBoost on Sample-Wise Non-IID Data
- - Katelinh Jones
  - Yuya Jeremy Ong
  - et al.
- 2022
- Big Data 2022
Prequential Model Selection for Time Series Forecasting based on Saliency Maps
- - SHIVANI TOMAR
  - Seshu Tirupathi
  - et al.
- 2022
- Big Data 2022
Flood Event Detection from Sentinel 1 and Sentinel 2 Data: Does Land Use Matter for Performance of U-Net based Flood Segmenters?
- - Michal Muszynski
  - Tobias Hölzer
  - et al.
- 2022
- Big Data 2022
AIOps Essential to Unified Resiliency Management in Data Lakehouses
- - Runyu Jin
  - Paul Muench
  - et al.
- 2022
- Big Data 2022