22 citations · 128 across the 29 of their papers we have counts for
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cs.LG2020★ 5 cited
Sequential Cooperative Bayesian Inference
Junqi Wang, Pei Wang, Patrick Shafto
Cooperation is often implicitly assumed when learning from other agents. Cooperation implies that the agent selecting the data, and the agent learning from the data, have the same…
cs.LG2020★ 1 cited
Conditional Deep Gaussian Processes: multi-fidelity kernel learning
Chi-Ken Lu, Patrick Shafto
Deep Gaussian Processes (DGPs) were proposed as an expressive Bayesian model capable of a mathematically grounded estimation of uncertainty. The expressivity of DPGs results from n…