Non-adaptive Learning of a Hidden Hypergraph

被引：3
|
作者：
Abasi, Hasan [1 ]
Bshouty, Nader H. [1 ]
Mazzawi, Hanna [2 ]
机构：
[1] Technion Israel Inst Technol, Dept Comp Sci, IL-32000 Haifa, Israel
[2] Google, London, CA USA
来源：
ALGORITHMIC LEARNING THEORY, ALT 2015 | 2015年 / 9355卷
关键词：
QUERIES; FAMILIES; GRAPH;
D O I：
10.1007/978-3-319-24486-0_6
中图分类号：
TP18 [人工智能理论];
学科分类号：
081104 ; 0812 ; 0835 ; 1405 ;
摘要：
We give a new deterministic algorithm that non-adaptively learns a hidden hypergraph from edge-detecting queries. All previous non-adaptive algorithms either run in exponential time or have non-optimal query complexity. We give the first polynomial time non-adaptive learning algorithm for learning hypergraph that asks an almost optimal number of queries.
引用
收藏
页码：89 / 101
页数：13
相关论文
共 50 条
  • [21] NON-ADAPTIVE GROUP BEHAVIOR
    MINTZ, A
    JOURNAL OF ABNORMAL AND SOCIAL PSYCHOLOGY, 1951, 46 (02): : 150 - 159
  • [22] Adaptive and non-adaptive divergence in a common landscape
    Raeymaekers, Joost A. M.
    Chaturvedi, Anurag
    Hablutzel, Pascal I.
    Verdonck, Io
    Hellemans, Bart
    Maes, Gregory E.
    De Meester, Luc
    Volckaert, Filip A. M.
    NATURE COMMUNICATIONS, 2017, 8
  • [23] From Non-adaptive to Adaptive Pseudorandom Functions
    Berman, Itay
    Haitner, Iftach
    JOURNAL OF CRYPTOLOGY, 2015, 28 (02) : 297 - 311
  • [24] Adaptive and Non-adaptive Distribution Functions for DSA
    Smith, Melanie
    Sen, Sandip
    Mailler, Roger
    PRINCIPLES AND PRACTICE OF MULTI-AGENT SYSTEMS, 2012, 7057 : 58 - 73
  • [25] Non-adaptive Adaptive Sampling on Turnstile Streams
    Mahabadi, Sepideh
    Razenshteyn, Ilya
    Woodruff, David P.
    Zhou, Samson
    PROCEEDINGS OF THE 52ND ANNUAL ACM SIGACT SYMPOSIUM ON THEORY OF COMPUTING (STOC '20), 2020, : 1251 - 1264
  • [26] Adaptive And Non-adaptive Image Interpolation Techniques
    Mahajan, Shruti H.
    Harpale, Varsha K.
    1ST INTERNATIONAL CONFERENCE ON COMPUTING COMMUNICATION CONTROL AND AUTOMATION ICCUBEA 2015, 2015, : 772 - 775
  • [27] Adaptive and non-adaptive divergence in a common landscape
    Joost A. M. Raeymaekers
    Anurag Chaturvedi
    Pascal I. Hablützel
    Io Verdonck
    Bart Hellemans
    Gregory E. Maes
    Luc De Meester
    Filip A. M. Volckaert
    Nature Communications, 8
  • [28] Attribute-efficient and non-adaptive learning of parities and DNF expressions
    Feldman, Vitaly
    JOURNAL OF MACHINE LEARNING RESEARCH, 2007, 8 : 1431 - 1460
  • [29] From Non-adaptive to Adaptive Pseudorandom Functions
    Berman, Itay
    Haitner, Iftach
    THEORY OF CRYPTOGRAPHY (TCC 2012), 2012, 7194 : 357 - 368
  • [30] From Non-adaptive to Adaptive Pseudorandom Functions
    Itay Berman
    Iftach Haitner
    Journal of Cryptology, 2015, 28 : 297 - 311
12345