Two Remarks on Generalized Entropy Power Inequalities

被引:8
作者
Madiman, Mokshay [1 ]
Nayar, Piotr [2 ]
Tkocz, Tomasz [3 ]
机构
[1] Univ Delaware, Newark, DE 19716 USA
[2] Univ Warsaw, Warsaw, Poland
[3] Carnegie Mellon Univ, Pittsburgh, PA 15213 USA
来源
GEOMETRIC ASPECTS OF FUNCTIONAL ANALYSIS: ISRAEL SEMINAR (GAFA) 2017-2019, VOL II | 2020年 / 2266卷
基金
欧洲研究理事会; 美国国家科学基金会;
关键词
SHANNONS PROBLEM; RENYI ENTROPY; MONOTONICITY;
D O I
10.1007/978-3-030-46762-3_7
中图分类号
O1 [数学];
学科分类号
0701 ; 070101 ;
摘要
This note contributes to the understanding of generalized entropy power inequalities. Our main goal is to construct a counter-example regarding monotonicity and entropy comparison of weighted sums of independent identically distributed log-concave random variables. We also present a complex analogue of a recent dependent entropy power inequality of Hao and Jog, and give a very simple proof.
引用
收藏
页码:169 / 185
页数:17
相关论文
共 41 条
  • [1] [Anonymous], 2017, AIMPL ENTROPY POWER
  • [2] Solution of Shannon's problem on the monotonicity of entropy
    Artstein, S
    Ball, KM
    Barthe, F
    Naor, A
    [J]. JOURNAL OF THE AMERICAN MATHEMATICAL SOCIETY, 2004, 17 (04) : 975 - 982
  • [3] A reverse entropy power inequality for log-concave random vectors
    Ball, Keith
    Nayar, Piotr
    Tkocz, Tomaz
    [J]. STUDIA MATHEMATICA, 2016, 235 (01) : 17 - 30
  • [4] ENTROPY AND THE CENTRAL-LIMIT-THEOREM
    BARRON, AR
    [J]. ANNALS OF PROBABILITY, 1986, 14 (01) : 336 - 342
  • [5] Optimal Young's inequality and its converse: A simple proof
    Barthe, F
    [J]. GEOMETRIC AND FUNCTIONAL ANALYSIS, 1998, 8 (02) : 234 - 242
  • [6] RENYI DIVERGENCE AND THE CENTRAL LIMIT THEOREM
    Bobkov, S. G.
    Chistyakov, G. P.
    Goerzet, F.
    [J]. ANNALS OF PROBABILITY, 2019, 47 (01) : 270 - 323
  • [7] Bobkov S, 2011, CONTEMP MATH, V545, P35
  • [8] Dimensional behaviour of entropy and information
    Bobkov, Sergey
    Madiman, Mokshay
    [J]. COMPTES RENDUS MATHEMATIQUE, 2011, 349 (3-4) : 201 - 204
  • [9] Entropy Power Inequality for the Renyi Entropy
    Bobkov, Sergey G.
    Chistyakov, Gennadiy P.
    [J]. IEEE TRANSACTIONS ON INFORMATION THEORY, 2015, 61 (02) : 708 - 714
  • [10] RATE OF CONVERGENCE AND EDGEWORTH-TYPE EXPANSION IN THE ENTROPIC CENTRAL LIMIT THEOREM
    Bobkov, Sergey G.
    Chistyakov, Gennadiy P.
    Goetze, Friedrich
    [J]. ANNALS OF PROBABILITY, 2013, 41 (04) : 2479 - 2512