research
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10/01/2021
A Cramér Distance perspective on Non-crossing Quantile Regression in Distributional Reinforcement Learning
Distributional reinforcement learning (DRL) extends the value-based appr...
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09/25/2019
PCMC-Net: Feature-based Pairwise Choice Markov Chains
Pairwise Choice Markov Chains (PCMC) have been recently introduced to ov...
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01/23/2019
kd-switch: A Universal Online Predictor with an application to Sequential Two-Sample Testing
We propose a novel online predictor for discrete labels conditioned on m...
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07/17/2018