Publications

1469 results for Machine Learning

A Unified Convergence Analysis for Shuffling-Type Gradient Methods
- - Lam Nguyen
  - Quoc Tran-Dinh
  - et al.
- 2020
- INFORMS 2020
Regression Optimization For System-level Production Control
- - Dzung Phan
  - Lam Nguyen
  - et al.
- 2020
- INFORMS 2020
Interpretability-Driven Multiple-Steps Optimization for Production Process Decision-Support System
- - Victoria Kusherbaeva
  - Nianjun Zhou
- 2020
- INFORMS 2020
Fidelity Analysis for Data-Driven Prediction-Optimization of Manufacturing Process
- - Nianjun Zhou
  - Dharmashankar Subramanian
  - et al.
- 2020
- INFORMS 2020
A Scalable, Domain-Agnostic Forecasting Toolkit
- - Brian Quanz
  - Wesley Gifford
  - et al.
- 2020
- INFORMS 2020
A method for high-dimensional probabilistic multivariate time series forecasting
- - Brian Quanz
  - Nam Nguyen
- 2020
- INFORMS 2020
Monitoring economic activity using satellite imagery and tracking COVID-19 epidemics impact on air quality
- - Levente Klein
  - Wang Zhou
  - et al.
- 2020
- INFORMS 2020
Computing Utilization in the complex environment
- - Pawan Chowdhary
  - Taiga Nakamura
  - et al.
- 2020
- INFORMS 2020
Super resolving spatial-temporal weather predictions using Deep Learning
- - Wang Zhou
  - Levente Klein
  - et al.
- 2020
- INFORMS 2020
A Primer on Zeroth-Order Optimization in Signal Processing and Machine Learning: Principals, Recent Advances, and Applications
- - Sijia Liu
  - Pin-Yu Chen
  - et al.
- 2020
- IEEE SPM