16 citations · 36 across the 6 of their papers we have counts for
3 papers · 1 filter
Probability Paths and the Structure of Predictions over Time
Zhiyuan Jerry Lin, Hao Sheng, Sharad Goel
In settings ranging from weather forecasts to political prognostications to financial projections, probability estimates of future binary outcomes often evolve over time. For examp…
Learning Neighborhood Representation from Multi-Modal Multi-Graph: Image, Text, Mobility Graph and Beyond
Tianyuan Huang, Zhecheng Wang, Hao Sheng +2
Recent urbanization has coincided with the enrichment of geotagged data, such as street view and point-of-interest (POI). Region embedding enhanced by the richer data modalities ha…
Short-Term Solar Irradiance Forecasting Using Calibrated Probabilistic Models
Eric Zelikman, Sharon Zhou, Jeremy Irvin +7
Advancing probabilistic solar forecasting methods is essential to supporting the integration of solar energy into the electricity grid. In this work, we develop a variety of state-…