41 citations · 148 across the 22 of their papers we have counts for
Showing 2021Show all
3 papers · 1 filter
cs.LG2021★ 15 cited
IDRLnet: A Physics-Informed Neural Network Library
Wei Peng, Jun Zhang, Weien Zhou +3
Physics Informed Neural Network (PINN) is a scientific computing framework used to solve both forward and inverse problems modeled by Partial Differential Equations (PDEs). This pa…
math.ST2021★ 2 cited
Bias, Consistency, and Alternative Perspectives of the Infinitesimal Jackknife
Wei Peng, Lucas Mentch, Leonard Stefanski
Though introduced nearly 50 years ago, the infinitesimal jackknife (IJ) remains a popular modern tool for quantifying predictive uncertainty in complex estimation settings. In part…
cs.CL2021★ 1 cited
HyKnow: End-to-End Task-Oriented Dialog Modeling with Hybrid Knowledge Management
Silin Gao, Ryuichi Takanobu, Wei Peng +2
Task-oriented dialog (TOD) systems typically manage structured knowledge (e.g. ontologies and databases) to guide the goal-oriented conversations. However, they fall short of handl…