377 citations · 811 across the 28 of their papers we have counts for
4 papers · 1 filter
Effects of Model Misspecification on Bayesian Bandits: Case Studies in UX Optimization
Mack Sweeney, Matthew van Adelsberg, Kathryn Laskey +1
Bayesian bandits using Thompson Sampling have seen increasing success in recent years. Yet existing value models (of rewards) are misspecified on many real-world problem. We demons…
MEBN-RM: A Mapping between Multi-Entity Bayesian Network and Relational Model
Cheol Young Park, Kathryn Blackmond Laskey
Multi-Entity Bayesian Network (MEBN) is a knowledge representation formalism combining Bayesian Networks (BN) with First-Order Logic (FOL). MEBN has sufficient expressive power for…
Human-aided Multi-Entity Bayesian Networks Learning from Relational Data
Cheol Young Park, Kathryn Blackmond Laskey
An Artificial Intelligence (AI) system is an autonomous system which emulates human mental and physical activities such as Observe, Orient, Decide, and Act, called the OODA process…
Bayesian Learning of Loglinear Models for Neural Connectivity
Kathryn Blackmond Laskey, Laura Martignon
This paper presents a Bayesian approach to learning the connectivity structure of a group of neurons from data on configuration frequencies. A major objective of the research is to…