Publications

80 results for AI for Asset Management

Optimal decision trees for categorical data via integer programming
- - Oktay Günlük
  - Jayant R. Kalagnanam
  - et al.
- 2021
- Journal of Global Optimization
Statistical Modeling for Spatio-Temporal Data From Stochastic Convection-Diffusion Processes
- - Xiao Liu
  - Kyongmin Yeo
  - et al.
- 2021
- JASA
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