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Denis Mauá

On Modal Clustering with Gaussian Sum-Product Networks
Differentiable Planning for Optimal Liquidation
Differentiable Planning with Indefinite Horizon
Time Robust Trees: Using Temporal Invariance to Improve Generalization
Tractable Classification with Non-Ignorable Missing Data Using Generative Random Forests
Tractable Mode-Finding in Sum-Product Networks with Gaussian Leaves
A Contact Network-Based Approach for Online Planning of Containment Measures for COVID-19
Finding Feasible Policies for Extreme Risk-Averse Agents in Probabilistic Planning
Learning Probabilistic Sentential Decision Diagrams by Sampling
On the Performance of Planning Through Backpropagation
Prediction of Environmental Conditions for Maritime Navigation using a Network of Sensors: A Practical Application of Graph Neural Networks

I thank the generous support of Alpha Vantage API in providing scholarly financial & statistical datasets used in our research

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