Neural Likelihoods via Cumulative Distribution Functions

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Neural Likelihoods via Cumulative Distribution Functions

2 November 2018

Pawel M. Chilinski

Ricardo M. A. Silva

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Papers citing "Neural Likelihoods via Cumulative Distribution Functions"

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Title
Advancing Constrained Monotonic Neural Networks: Achieving Universal Approximation Beyond Bounded Activations Davide Sartor Alberto Sinigaglia Gian Antonio Susto 204 0 0 05 May 2025
HACSurv: A Hierarchical Copula-Based Approach for Survival Analysis with Dependent Competing Risks Xin Liu Weijia Zhang Min-Ling Zhang 188 3 0 19 Oct 2024
Cumulative Distribution Function based General Temporal Point Processes Maolin Wang Yu Pan Zenglin Xu Ruocheng Guo Xiangyu Zhao Wanyu Wang Yiqi Wang Zitao Liu Langming Liu AI4TS 78 0 0 01 Feb 2024
Reinterpreting survival analysis in the universal approximator age Sören Dittmer M. Roberts J. Preller AIX-COVNET Collaboration James H. F. Rudd J. Aston Carola-Bibiane Schönlieb 50 0 0 25 Jul 2023
Learning Multivariate CDFs and Copulas using Tensor Factorization Magda Amiridi N. Sidiropoulos 111 1 0 13 Oct 2022
Marginalizable Density Models D. Gilboa Ari Pakman Thibault Vatter BDL 65 5 0 08 Jun 2021
Dynamic Hawkes Processes for Discovering Time-evolving Communities' States behind Diffusion Processes Maya Okawa Tomoharu Iwata Yusuke Tanaka Hiroyuki Toda Takeshi Kurashima H. Kashima AI4TS 69 12 0 24 May 2021
Survival Regression with Proper Scoring Rules and Monotonic Neural Networks David Rindt Robert Hu D. Steinsaltz Dino Sejdinovic 188 38 0 26 Mar 2021
Generative Archimedean Copulas Yuting Ng Ali Hasan Khalil Elkhalil Vahid Tarokh 42 5 0 22 Feb 2021
Regularization Strategies for Quantile Regression Taman Narayan S. Wang K. Canini Maya R. Gupta 38 0 0 09 Feb 2021
Fully Neural Network based Model for General Temporal Point Processes T. Omi N. Ueda Kazuyuki Aihara BDL AI4TS 77 179 0 23 May 2019