An instance-based algorithm for deciding the bias of a coin

被引:0
|
作者
Schultz Xavier da Silveira, Luis Fernando [1 ]
Smid, Michiel [2 ]
机构
[1] Univ Ottawa, Sch Elect Engn & Comp Sci, Ottawa, ON, Canada
[2] Carleton Univ, Sch Comp Sci, Ottawa, ON, Canada
基金
加拿大自然科学与工程研究理事会;
关键词
Bias coin; Chernoff-Hoeffding bound;
D O I
10.1142/S1793830922500975
中图分类号
O29 [应用数学];
学科分类号
070104 ;
摘要
Let q is an element of (0, 1) and delta is an element of (0, 1) be real numbers, and let C be a coin that comes up heads with an unknown probability p, such that p not equal q. We present an algorithm that, on input C, q, and delta, decides, with probability at least 1 - delta, whether p < q or p > q. The expected number of coin flips made by this algorithm is O(loglog(1/epsilon) + log 91/delta)/epsilon(2)), where epsilon = |p - q|.
引用
收藏
页数:10
相关论文
共 50 条
  • [11] An instance-based learning recommendation algorithm of imbalance handling methods
    Zhang, Xueying
    Li, Ruixian
    Zhang, Bo
    Yang, Yunxiang
    Guo, Jing
    Ji, Xiang
    APPLIED MATHEMATICS AND COMPUTATION, 2019, 351 : 204 - 218
  • [12] Instance-Based Algorithm Selection on Quadratic Assignment Problem Landscapes
    Beham, Andreas
    Affenzeller, Michael
    Wagner, Stefan
    PROCEEDINGS OF THE 2017 GENETIC AND EVOLUTIONARY COMPUTATION CONFERENCE COMPANION (GECCO'17 COMPANION), 2017, : 1471 - 1478
  • [13] Instance selection based on boosting for instance-based learners
    de Haro-Garcia, Aida
    Cerruela-Garcia, Gonzalo
    Garcia-Pedrajas, Nicolas
    PATTERN RECOGNITION, 2019, 96
  • [14] Estimation Algorithm of Butyrylcholinesterase for Cirrhosis using Instance-based Reasoning
    Hatakeyama, Yutaka
    Nakajima, Noriaki
    Watabe, Teruaki
    Okuhara, Yoshiyasu
    2008 WORLD AUTOMATION CONGRESS PROCEEDINGS, VOLS 1-3, 2008, : 167 - 172
  • [15] Making Instance-based Learning Theory usable and understandable: The Instance-based Learning Tool
    Dutt, Varun
    Gonzalez, Cleotilde
    COMPUTERS IN HUMAN BEHAVIOR, 2012, 28 (04) : 1227 - 1240
  • [16] Instance-based learning by searching
    Fuchs, M
    INTELLIGENT INFORMATION SYSTEMS, (IIS'97) PROCEEDINGS, 1997, : 189 - 193
  • [17] Instance-based Retrieval by Analogy
    Fanizzi, Nicola
    d'Amato, Claudia
    Esposito, Floriana
    APPLIED COMPUTING 2007, VOL 1 AND 2, 2007, : 1398 - 1402
  • [18] INSTANCE-BASED PROGRAMMING WITH PARTS
    LALONDE, W
    PUGH, J
    JOURNAL OF OBJECT-ORIENTED PROGRAMMING, 1993, 6 (01): : 75 - +
  • [19] Instance-based ontology mapping
    Breitman, Karin K.
    Brauner, Daniela
    Casanova, Marco Antonio
    Milidiu, Ruy
    Gazola, Alexandre
    Perazolo, Marcelo
    PROCEEDINGS OF THE FIFTH IEEE INTERNATIONAL WORKSHOP ON ENGINEERING OF AUTONOMIC & AUTONOMOUS SYSTEMS (EASE 2008), 2008, : 67 - +
  • [20] Possibilistic instance-based learning
    Hüllermeier, E
    ARTIFICIAL INTELLIGENCE, 2003, 148 (1-2) : 335 - 383