conftrace_

decision making under uncertainty

7 papers

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Co-occurring keywords

deep neural network (1803) surrogate model (181) stochastic differential equation (181) stein variational gradient descent (49) surrogate approximation (1) lagrangian method (14) social network intervention (2) public health (28) hiv prevention (3) beta distribution (13)

Papers

Learning to Optimize with Stochastic Dominance Constraints AISTATS 2023
A Universal 2-state n-action Adaptive Management Solver AAAI 2021
Stein Variational Model Predictive Control CORL 2020
Learning Deep Stochastic Optimal Control Policies Using Forward-Backward SDEs RSS 2019
Probabilistic Logic Programming with Beta-Distributed Random Variables AAAI 2019
Algorithmic Social Intervention IJCAI 2018
Improving Existing Fault Recovery Policies NIPS 2009