Is My Neural Net Driven by the MDL Principle?

被引：0
|
作者：
Brandao, Eduardo [1 ]
Duffner, Stefan [2 ]
Emonet, Rémi [1 ]
Habrard, Amaury [1 ,3 ]
Jacquenet, François [1 ]
Sebban, Marc [1 ]
机构：
[1] Université Jean Monnet Saint-Etienne, CNRS, Institut d Optique Graduate School, Laboratoire Hubert Curien UMR 5516, Saint-Etienne,42023, France
[2] CNRS, INSA-Lyon, LIRIS, UMR5205, Université de Lyon, Villeurbanne,69621, France
[3] Institut Universitaire de France (IUF), Paris, France
来源：
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) | 2023年 / 14170 LNAI卷
关键词：
Compilation and indexing terms; Copyright 2024 Elsevier Inc;
D O I：
European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases, ECML PKDD 2023
中图分类号：
学科分类号：
摘要：
Gradient methods - Learning systems
引用
收藏
页码：173 / 189
相关论文
共 50 条
  • [1] Is My Neural Net Driven by the MDL Principle?
    Brandao, Eduardo
    Duffner, Stefan
    Emonet, Remi
    Habrard, Amaury
    Jacquenet, Francois
    Sebban, Marc
    MACHINE LEARNING AND KNOWLEDGE DISCOVERY IN DATABASES: RESEARCH TRACK, ECML PKDD 2023, PT II, 2023, 14170 : 173 - 189
  • [2] MDL regularizer: A new regularizer based on the MDL principle
    Saito, K
    Nakano, R
    1997 IEEE INTERNATIONAL CONFERENCE ON NEURAL NETWORKS, VOLS 1-4, 1997, : 1833 - 1838
  • [3] Model Change Detection With the MDL Principle
    Yamanishi, Kenji
    Fukushima, Shintaro
    IEEE TRANSACTIONS ON INFORMATION THEORY, 2018, 64 (09) : 6115 - 6126
  • [4] MDL principle for robust vector quantisation
    Bischof, H
    Leonardis, A
    Selb, A
    PATTERN ANALYSIS AND APPLICATIONS, 1999, 2 (01) : 59 - 72
  • [5] MDL Principle for Robust Vector Quantisation
    Horst Bischof
    Aleš Leonardis
    Alexander Selb
    Pattern Analysis & Applications, 1999, 2 : 59 - 72
  • [6] Explanatory and creative alternatives to the MDL principle
    Hernández-Orallo J.
    García-Varea I.
    Foundations of Science, 2000, 5 (2) : 185 - 207
  • [7] Hypothesis selection and testing by the MDL principle
    Rissanen, J
    COMPUTER JOURNAL, 1999, 42 (04): : 260 - 269
  • [8] DETECTION OF THE NUMBER OF COHERENT SIGNALS BY THE MDL PRINCIPLE
    WAX, M
    ZISKIND, I
    IEEE TRANSACTIONS ON ACOUSTICS SPEECH AND SIGNAL PROCESSING, 1989, 37 (08): : 1190 - 1196
  • [9] An optimal DNA segmentation based on the MDL principle
    Szpankowski, W
    Ren, WH
    Szpankowski, L
    PROCEEDINGS OF THE 2003 IEEE BIOINFORMATICS CONFERENCE, 2003, : 541 - 546
  • [10] FMRI baseline drift estimation method by MDL principle
    Bazargani, Negar
    Nosratinia, Aria
    Gopinath, Kaundinya
    Briggs, Richard W.
    2007 4TH IEEE INTERNATIONAL SYMPOSIUM ON BIOMEDICAL IMAGING : MACRO TO NANO, VOLS 1-3, 2007, : 472 - +
12345