Enhancing Actuarial Non-Life Pricing Models via Transformers

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Enhancing Actuarial Non-Life Pricing Models via Transformers

10 November 2023

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Papers citing "Enhancing Actuarial Non-Life Pricing Models via Transformers"

8 / 8 papers shown

Title
TabPFN: A Transformer That Solves Small Tabular Classification Problems in a Second Noah Hollmann Samuel G. Müller Katharina Eggensperger Frank Hutter 113 315 0 05 Jul 2022
On Embeddings for Numerical Features in Tabular Deep Learning Yura Gorishniy Ivan Rubachev Artem Babenko LMTD 107 178 0 10 Mar 2022
LocalGLMnet: interpretable deep learning for tabular data Ronald Richman M. Wüthrich LMTD FAtt 72 28 0 23 Jul 2021
Revisiting Deep Learning Models for Tabular Data Yu. V. Gorishniy Ivan Rubachev Valentin Khrulkov Artem Babenko LMTD 132 772 0 22 Jun 2021
Autocalibration and Tweedie-dominance for Insurance Pricing with Machine Learning M. Denuit Arthur Charpentier J. Trufin 57 39 0 05 Mar 2021
TabTransformer: Tabular Data Modeling Using Contextual Embeddings Xin Huang A. Khetan Milan Cvitkovic Zohar Karnin ViT LMTD 218 459 0 11 Dec 2020
TabNet: Attentive Interpretable Tabular Learning Sercan O. Arik Tomas Pfister LMTD 208 1,365 0 20 Aug 2019
Optuna: A Next-generation Hyperparameter Optimization Framework Takuya Akiba Shotaro Sano Toshihiko Yanase Takeru Ohta Masanori Koyama 681 5,885 0 25 Jul 2019

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