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José Miguel Hernández-Lobato

University of Cambridge
Harvard University
Autonomous University of Madrid

185

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7081

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Symmetry-Aware Actor-Critic for 3D Molecular Design

2021 ICLR | International Conference on Learning Representations
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Action-Sufficient State Representation Learning for Control with Structural Constraints.

2021 arXiv: Learning
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Results and Insights from Diagnostic Questions: The NeurIPS 2020 Education Challenge

2021 arXiv: Computers and Society
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Educational Question Mining At Scale: Prediction, Analysis and Personalization

2021 arXiv: Computers and Society
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Improving black-box optimization in VAE latent space using decoder uncertainty

2021 arXiv: Learning
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Contextual HyperNetworks for Novel Feature Adaptation

2021
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Expressive yet Tractable Bayesian Deep Learning via Subnetwork Inference

2021
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Nonlinear Invariant Risk Minimization: A Causal Approach.

2021 arXiv: Learning
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DOCKSTRING: easy molecular docking yields better benchmarks for ligand design.

2021 arXiv: Machine Learning
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A Gradient Based Strategy for Hamiltonian Monte Carlo Hyperparameter Optimization

2021 ICML | International Conference on Machine Learning
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