Statistical Modeling for Spatio-Temporal Data From Stochastic Convection-Diffusion Processes
- Xiao Liu
- Kyongmin Yeo
- et al.
- 2021
- JASA
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79 results for AI for Asset Management
Temporal Latent Auto-Encoder: A Method for Probabilistic Multivariate Time Series Forecasting
- Nam Nguyen
- Brian Quanz
- 2021
- AAAI 2021
A hybrid stochastic optimization framework for composite nonconvex optimization
- Quoc Tran-Dinh
- Nhan H. Pham
- et al.
- 2021
- Mathematical Programming
A unified convergence analysis for shuffling-type gradient methods
- Lam Nguyen
- Quoc Tran-Dinh
- et al.
- 2021
- JMLR
Doctor for Machines: A Failure Pattern Analysis Solution for Industry 4.0
- Dhaval Patel
- Nianjun Zhou
- et al.
- 2020
- Big Data 2020
FLOps: On Learning Important Time Series Features for Real-Valued Prediction
- Dhaval Patel
- Syed Yousaf Shah
- et al.
- 2020
- Big Data 2020
Smart-ML: A System for Machine Learning Model Exploration using Pipeline Graph
- Dhaval Patel
- Shrey Shrivastava
- et al.
- 2020
- Big Data 2020
A Scalable MIP-based Method for Learning Optimal Multivariate Decision Trees
- Haoran Zhu
- Pavankumar Murali
- et al.
- 2020
- NeurIPS 2020
Pruning Deep Neural Networks with ell_{0}-constrained Optimization
- Dzung T. Phan
- Lam Nguyen
- et al.
- 2020
- ICDM 2020
A Unified Convergence Analysis for Shuffling-Type Gradient Methods
- Lam Nguyen
- Quoc Tran-Dinh
- et al.
- 2020
- INFORMS 2020