A Unified Convergence Analysis for Shuffling-Type Gradient Methods
- Lam Nguyen
- Quoc Tran-Dinh
- et al.
- 2020
- INFORMS 2020
Conference paper
Publications
1609 results for Machine Learning
Regression Optimization For System-level Production Control
- Dzung Phan
- Lam Nguyen
- et al.
- 2020
- INFORMS 2020
Conference paperInterpretability-Driven Multiple-Steps Optimization for Production Process Decision-Support System
- Victoria Kusherbaeva
- Nianjun Zhou
- 2020
- INFORMS 2020
Conference paperA method for high-dimensional probabilistic multivariate time series forecasting
- Brian Quanz
- Nam Nguyen
- 2020
- INFORMS 2020
TalkComputing Utilization in the complex environment
- Pawan Chowdhary
- Taiga Nakamura
- et al.
- 2020
- INFORMS 2020
TalkA Scalable, Domain-Agnostic Forecasting Toolkit
- Brian Quanz
- Wesley Gifford
- et al.
- 2020
- INFORMS 2020
TalkSuper resolving spatial-temporal weather predictions using Deep Learning
- Wang Zhou
- Levente Klein
- et al.
- 2020
- INFORMS 2020
TalkMonitoring economic activity using satellite imagery and tracking COVID-19 epidemics impact on air quality
- Levente Klein
- Wang Zhou
- et al.
- 2020
- INFORMS 2020
TalkA 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
PaperWe Have So Much in Common: Modeling Semantic Relational Set Abstractions in Videos
- Alex Andonian
- Camilo Fosco
- et al.
- 2020
- ECCV 2020
Conference paper