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05/06/2023
Learning Action Embeddings for Off-Policy Evaluation
Off-policy evaluation (OPE) methods allow us to compute the expected rew...
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02/21/2023
Variational Boosted Soft Trees
Gradient boosting machines (GBMs) based on decision trees consistently d...
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06/15/2020
Ordering Dimensions with Nested Dropout Normalizing Flows
The latent space of normalizing flows must be of the same dimensionality...
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06/10/2019
Neural Spline Flows
A normalizing flow models a complex probability density as an invertible...
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06/05/2019
Cubic-Spline Flows
A normalizing flow models a complex probability density as an invertible...
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11/29/2018