cumulative distribution function

Multi-Horizon Time Series Forecasting of Non-Parametric CDFs with Deep Lattice Networks AAAI 2026 Stochastic Dominance Driven First-Order Policy Optimization for Multi-Objective Reinforcement Learning UAI 2026 An Online Learning Theory of Trading-Volume Maximization ICLR 2025 Contextual Online Decision Making with Infinite-Dimensional Functional Regression ICML 2025 Data-Efficient Selection via Grammatical Complexity in Continual Pre-training of Domain-Specific LLMs EMNLP 2025 Exact Upper and Lower Bounds for the Output Distribution of Neural Networks with Random Inputs ICML 2025 KinPFN: Bayesian Approximation of RNA Folding Kinetics using Prior-Data Fitted Networks ICLR 2025 pEBR: A Probabilistic Approach to Embedding Based Retrieval EMNLP 2025 Tuning-free Estimation and Inference of Cumulative Distribution Function under Local Differential Privacy ICML 2024 A Risk-Sensitive Approach to Policy Optimization AAAI 2023 Private Statistical Estimation of Many Quantiles ICML 2023 Time-uniform confidence bands for the CDF under nonstationarity NeurIPS 2023 Binary independent component analysis: a non-stationarity-based approach UAI 2022 Derivative-Based Neural Modelling of Cumulative Distribution Functions for Survival Analysis AISTATS 2022 Exact Feature Distribution Matching for Arbitrary Style Transfer and Domain Generalization CVPR 2022 Neural Inverse Transform Sampler ICML 2022 Off-Policy Risk Assessment for Markov Decision Processes AISTATS 2022 Off-Policy Risk Assessment in Contextual Bandits NeurIPS 2021 Neural Likelihoods via Cumulative Distribution Functions UAI 2020 Robust Correction of Sampling Bias using Cumulative Distribution Functions NeurIPS 2020 Learning Local Descriptors With a CDF-Based Dynamic Soft Margin ICCV 2019 Sobolev GAN ICLR 2018 Learning Populations of Parameters NeurIPS 2017 Meritocratic Fairness for Cross-Population Selection ICML 2017 Cumulative Distribution Networks and the Derivative-sum-product Algorithm: Models and Inference for Cumulative Distribution Functions on Graphs JMLR 2011