Bayesian Active Learning for Choice Models with Deep Gaussian Processes

INIS

• learning 100%
• gaussian processes 100%
• comparative evaluations 80%
• algorithms 80%
• probabilistic estimation 40%
• noise 40%
• capture 20%
• datasets 20%
• utilities 20%
• nests 20%

Computer Science

• Active Learning 100%
• Gaussian Process 100%
• Models 100%
• Pairwise Comparison 44%
• Learning Algorithm 33%
• Gaussian Model 33%
• Functions 22%
• Algorithms 11%
• Utility Function 11%
• Computational Time 11%
• Learning Scheme 11%

Economics, Econometrics and Finance

• Bayesian 100%
• Gaussian Process 100%
• Learning 100%
• Airline 40%
• Utility Function 20%
• Acquisitions 20%