No Free Lunch versus Occam's Razor in Supervised Learning

No Free Lunch versus Occam's Razor in Supervised Learning

16 November 2011

Marcus Hutter

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Papers citing "No Free Lunch versus Occam's Razor in Supervised Learning"

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Title
Deep neural networks have an inbuilt Occam's razor Chris Mingard Henry Rees Guillermo Valle Pérez A. Louis UQCV BDL 78 16 0 13 Apr 2023
Implicit models, latent compression, intrinsic biases, and cheap lunches in community detection Tiago P. Peixoto Alec Kirkley 81 13 0 17 Oct 2022
The no-free-lunch theorems of supervised learning T. Sterkenburg Peter Grünwald FedML 78 59 0 09 Feb 2022
Descriptive vs. inferential community detection in networks: pitfalls, myths, and half-truths Tiago P. Peixoto 122 47 0 30 Nov 2021
Impossibility Results in AI: A Survey Mario Brčič Roman V. Yampolskiy 107 25 0 01 Sep 2021
Novel Dynamic Load Balancing Algorithm for Cloud-Based Big Data Analytics Arman Aghdashi Seyedeh Leili Mirtaheri 23 17 0 25 Jan 2021
The Minimum Description Length Principle for Pattern Mining: A Survey E. Galbrun AI4TS 80 24 0 28 Jul 2020
Deep learning generalizes because the parameter-function map is biased towards simple functions Guillermo Valle Pérez Chico Q. Camargo A. Louis MLT AI4CE 122 232 0 22 May 2018
$Machine learning \& artificial intelligence in the quantum domain$ Machine learning \& artificial intelligence in the quantum domain Vedran Dunjko Hans J. Briegel 91 347 0 08 Sep 2017
AI Evaluation: past, present and future Jose Hernandez-Orallo ELM 46 22 0 29 Aug 2014