A monitoring framework for deployed machine learning models with supply chain examples
- Bradley Eck
- Duygu Kabakci-Zorlu
- et al.
- 2022
- Big Data 2022
Conference paper
Publications
1615 results for Machine Learning
Robust Text CAPTCHAs Using Adversarial Examples
- Rulin Shao
- Zhouxing Shi
- et al.
- 2022
- Big Data 2022
Conference paperDistributed Incremental Machine Learning for Big Time Series Data
- Dhaval Salwala
- Seshu Tirupathi
- et al.
- 2022
- Big Data 2022
Short paperAIOps Essential to Unified Resiliency Management in Data Lakehouses
- Runyu Jin
- Paul Muench
- et al.
- 2022
- Big Data 2022
Workshop paperPrequential Model Selection for Time Series Forecasting based on Saliency Maps
- SHIVANI TOMAR
- Seshu Tirupathi
- et al.
- 2022
- Big Data 2022
Workshop paperFederated XGBoost on Sample-Wise Non-IID Data
- Katelinh Jones
- Yuya Jeremy Ong
- et al.
- 2022
- Big Data 2022
Workshop paperFlood 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
Workshop paperImproving extreme weather generation and spatial variability of weather generators based on resampling using the Direct Sampling algorithm
- Jorge Luis Guevara Diaz
- Maria Julia De Castro Villafranca Garcia
- et al.
- 2022
- AGU Fall 2022
WorkshopA Reinforcement Learning Framework Built Within a SWAT Model Physical Environment to Inform Crop Management
- Fearghal O'Donncha
- Malvern Madondo
- et al.
- 2022
- AGU Fall 2022
Short paperUsing Temporal Graph Neural Networks to Leverage High Fidelity Observation Data for Improving Generalizability of Hydrological Models
- Raya Horesh
- Muneeza Azmat
- et al.
- 2022
- AGU Fall 2022
Short paper