Concepedia

Memory-bounded Algorithms

Memory-Bounded Algorithms is a computational method designed to operate within a predetermined limit of available memory space, distinguishing it from general algorithms by explicitly constraining resource usage to ensure scalability and feasibility in memory-limited environments.

147

Publications

21.7K

Citations

356

Authors

196

Institutions

Publications per year

2017–2026

21

Parents

Publications

147

On the limited memory BFGS method for large scale optimization

Jorge Nocedal · Mathematical Programming · 1989 · 8.5K citations

, , +12

A Limited Memory Algorithm for Bound Constrained Optimization

Richard H. Byrd, Peihuang Lu, Jorge Nocedal et al. · SIAM Journal on Scientific Computing · 1995 · 6.2K citations

, , +16

Fast algorithms for frequent itemset mining using FP-trees

Gösta Grahne, Jun Zhu · IEEE Transactions on Knowledge and Data Engineering · 2005 · 552 citations

, , +12

BOAT—optimistic decision tree construction

Johannes Gehrke, Raghu Ramakrishnan, Wei‐Yin Loh · ACM SIGMOD Record · 1999 · 288 citations · Full text

, , +12

Hoeffding Races: Accelerating Model Selection Search for Classification and Function Approximation

Oded Maron, Andrew Moore · Research Showcase @ Carnegie Mellon University (Carnegie Mellon University) · 2018 · 274 citations · Full text

, , +12

1–5 of 147

Authors

356

  1. CH
    Chien‐Chung Huang

    National Cheng Kung University, Taiwan

    3 publications · 45 citations

    3

    h-index

  2. MK
    Matias Korman

    Universitat Politècnica de Catalunya, Spain

    3 publications · 62 citations

    3

    h-index

  3. TA
    Tetsuo Asano

    Japan Advanced Institute of Science and Technology, Japan

    3 publications · 66 citations

    3

    h-index

  4. JG
    Johannes Gehrke

    Cornell University, United States

    2 publications · 435 citations

    2

    h-index

  5. CF
    Chee Fen Yu

    University of Illinois Urbana-Champaign, United States

    2 publications · 61 citations

    2

    h-index

1–5 of 356

Institutions

196

  1. University of Illinois Urbana-Champaign

    Urbana, United States

    5 h-index

    7 publications

    175 citations

  2. Chinese University of Hong Kong

    Hong Kong, Hong Kong

    4 h-index

    7 publications

    351 citations

  3. Purdue University West Lafayette

    West Lafayette, United States

    4 h-index

    9 publications

    898 citations

  4. Centre National de la Recherche Scientifique

    Paris, France

    3 h-index

    3 publications

    33 citations

  5. University of Maryland, College Park

    College Park, United States

    3 h-index

    4 publications

    192 citations

  6. École Normale Supérieure - PSL

    Paris, France

    3 h-index

    3 publications

    45 citations

  7. Universitat Politècnica de Catalunya

    Barcelona, Spain

    3 h-index

    4 publications

    74 citations

  8. National Institute of Informatics

    Tokyo, Japan

    3 h-index

    3 publications

    47 citations

1–8 of 196

Venues

  1. arXiv (Cornell University)

    Repository · 11 publications · 364 citations

    10

    h-index

  2. DROPS (Schloss Dagstuhl – Leibniz Center for Informatics)

    Repository · 5 publications · 72 citations

    5

    h-index

  3. IEEE Transactions on Software Engineering

    TSE · 3 publications · 72 citations

    3

    h-index

  4. Mathematical Programming

    3 publications · 8.6K citations

    3

    h-index

  5. European Journal of Operational Research

    2 publications · 27 citations

    2

    h-index

1–5