Paper-Conference

Differentiable Planning with Indefinite Horizon

Jan 1, 2022
Differentiable Planning for Optimal Liquidation

Jan 1, 2022
Learning probabilistic sentential decision diagrams under logic constraints by sampling and averaging

Jul 1, 2021
Fast And Accurate Learning of Probabilistic Circuits by Random Projections

Jan 1, 2021
Cautious Classification with Data Missing Not at Random using Generative Random Forests

Jan 1, 2021
Two Reformulation Approaches to Maximum-A-Posteriori Inference in Sum-Product Networks

Jan 1, 2020
Prediction of Environmental Conditions for Maritime Navigation using a Network of Sensors: A Practical Application of Graph Neural Networks

Jan 1, 2020
On the Performance of Planning Through Backpropagation

Jan 1, 2020
Learning Probabilistic Sentential Decision Diagrams by Sampling

Jan 1, 2020
Finding Feasible Policies for Extreme Risk-Averse Agents in Probabilistic Planning

Jan 1, 2020