Energy
Industry:
- Information Technology (0.93)
- Energy > Oil & Gas (0.93)
Technology:
- Information Technology > Communications > Social Media (0.93)
- Information Technology > Artificial Intelligence > Representation & Reasoning > Uncertainty > Bayesian Inference (0.88)
- Information Technology > Artificial Intelligence > Machine Learning > Learning Graphical Models > Directed Networks > Bayesian Learning (0.46)
Non-stationary Transformers: Exploring the Stationarity in Time Series Forecasting
Neural Information Processing Systems
Transformers have shown great power in time series forecasting due to their global-range modeling ability.
Country:
- North America > Trinidad and Tobago > Trinidad > Arima > Arima (0.04)
- Pacific Ocean > North Pacific Ocean > San Francisco Bay (0.04)
- North America > United States > California > San Francisco County > San Francisco (0.04)
- Asia > China > Beijing > Beijing (0.04)
Industry:
- Health & Medicine (1.00)
- Energy (0.67)
Technology:
Country:
- North America > United States > California (0.28)
- Asia > China (0.14)
- North America > Canada (0.14)
- (4 more...)
Technology:
Learning the Geometry of Wave-Based Imaging
Neural Information Processing Systems
This space-bending geometry makes the equivariance to translations of convolutional networks an undesired inductive bias.
Industry:
- Energy > Oil & Gas > Upstream (1.00)
- Health & Medicine > Diagnostic Medicine > Imaging (0.93)
Technology:
Technology:
Country:
- Asia > Japan (0.14)
- North America > United States (0.14)
Genre:
- Research Report > Experimental Study (1.00)
- Research Report > New Finding (0.92)
Industry:
- Information Technology (0.67)
- Energy > Oil & Gas > Upstream (0.46)
Technology:
Data-Driven Conditional Robust Optimization
Neural Information Processing Systems
In most real world decision problems, the decision maker (DM) faces uncertainty either in the objective function that he aims to optimize, or some of the constraints that he needs to satisfy.
Industry:
- Banking & Finance > Trading (0.68)
- Energy > Oil & Gas (0.46)
Technology:
- Information Technology > Artificial Intelligence > Representation & Reasoning > Optimization (0.69)
- Information Technology > Artificial Intelligence > Machine Learning > Neural Networks > Deep Learning (0.47)
- Information Technology > Artificial Intelligence > Machine Learning > Statistical Learning > Clustering (0.46)
Checklist 1. For all authors (a)
Neural Information Processing Systems
In this section, we elaborate on the various details of our experiments.
Industry:
- Materials > Chemicals > Industrial Gases > Liquified Gas (0.39)
- Materials > Chemicals > Commodity Chemicals > Petrochemicals > LNG (0.39)
- Energy > Oil & Gas > Midstream (0.39)