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quantile function

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distributional reinforcement learning (3) value distribution (2) consensus ranking (1) confidence band (1) shift-invariant kernel (1) bochner theorem (1) neural density estimation (1) neural network (1) spline function (1) ranking distribution (1)

Papers

Inference for quantile-parametrized families via CDF confidence bands UAI 2026 Distributional Reinforcement Learning with Monotonic Splines ICLR 2022 Learning Quantile Functions for Temporal Point Processes with Recurrent Neural Splines AISTATS 2022 Statistical Depth Functions for Ranking Distributions: Definitions, Statistical Learning and Applications AISTATS 2022 Non-decreasing Quantile Function Network with Efficient Exploration for Distributional Reinforcement Learning IJCAI 2021 Black Box Quantiles for Kernel Learning AISTATS 2019 Fully Parameterized Quantile Function for Distributional Reinforcement Learning NeurIPS 2019 Multivariate Triangular Quantile Maps for Novelty Detection NeurIPS 2019