E-PDDL: A Standardized Way of Defining Epistemic Planning Problems
- Francesco Fabiano
- Biplav Srivastava
- et al.
- 2021
- ICAPS 2021
Publications
84 results for AI for Asset Management
New product demand forecasting for fashion retail
- Vijay Ekambaram
- Kushagra Manglik
- et al.
- 2021
- ISF 2021
Regression Optimization for System-level Production Control
- Dzung T. Phan
- Lam Nguyen
- et al.
- 2021
- ACC 2021
Variational inference formulation for a model-free simulation of a dynamical system with unknown parameters by a recurrent neural network
- Kyongmin Yeo
- DYLAN E.C. GRULLON
- et al.
- 2021
- SIAM Journal on Scientific Computing
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
FLOps: On Learning Important Time Series Features for Real-Valued Prediction
- Dhaval Patel
- Syed Yousaf Shah
- et al.
- 2020
- Big Data 2020