Show $2^mle (em)^n Rightarrow mleq 2n*log_2(en)$












1












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This is a small bonus question in a HW assignment for a machine-learning related course. We need to prove the following for $m,ngeq1$:
$$2^mle (em)^n Rightarrow mleq 2n*log_2(en)$$



A book we use in the course (Understanding Machine Learning: From Theory to Algorithms) mentions that this follows from another lemma:



Let $ageq 1,b>0$. Then: $$xgeq 4a*log_2⁡(2a)+2bRightarrow xgeq a*log_2⁡(x)+b$$



However, I was unable to use it since I only get:
$$2^mle (em)^n Rightarrow mleq n*log_2(em)Rightarrow mleq n*log_2(m)+n*log_2(e)Rightarrow$$
$$mleq 4n*log_2(2n)+2n*log_2(e)$$



Any hints or directions will be greatly appreciated (we needn't necessarily use the aforementioned lemma, the book might be mistaken here).










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  • $begingroup$
    Is $e$ the usual $log_e=ln$?
    $endgroup$
    – Bo5man
    Dec 19 '18 at 9:43










  • $begingroup$
    @Bo5man Yes, $e$ is the known constant.
    $endgroup$
    – Dean Gurvitz
    Dec 19 '18 at 9:58










  • $begingroup$
    @YadatiKiran Where is the inconsistency? I can fix my question if needed.
    $endgroup$
    – Dean Gurvitz
    Dec 19 '18 at 9:58










  • $begingroup$
    @DeanGurvitz: My bad. Didin't read the question properly.
    $endgroup$
    – Yadati Kiran
    Dec 19 '18 at 10:01












  • $begingroup$
    Also in your last line the first $log$ should be $log_2$
    $endgroup$
    – Bo5man
    Dec 19 '18 at 10:02


















1












$begingroup$


This is a small bonus question in a HW assignment for a machine-learning related course. We need to prove the following for $m,ngeq1$:
$$2^mle (em)^n Rightarrow mleq 2n*log_2(en)$$



A book we use in the course (Understanding Machine Learning: From Theory to Algorithms) mentions that this follows from another lemma:



Let $ageq 1,b>0$. Then: $$xgeq 4a*log_2⁡(2a)+2bRightarrow xgeq a*log_2⁡(x)+b$$



However, I was unable to use it since I only get:
$$2^mle (em)^n Rightarrow mleq n*log_2(em)Rightarrow mleq n*log_2(m)+n*log_2(e)Rightarrow$$
$$mleq 4n*log_2(2n)+2n*log_2(e)$$



Any hints or directions will be greatly appreciated (we needn't necessarily use the aforementioned lemma, the book might be mistaken here).










share|cite|improve this question











$endgroup$












  • $begingroup$
    Is $e$ the usual $log_e=ln$?
    $endgroup$
    – Bo5man
    Dec 19 '18 at 9:43










  • $begingroup$
    @Bo5man Yes, $e$ is the known constant.
    $endgroup$
    – Dean Gurvitz
    Dec 19 '18 at 9:58










  • $begingroup$
    @YadatiKiran Where is the inconsistency? I can fix my question if needed.
    $endgroup$
    – Dean Gurvitz
    Dec 19 '18 at 9:58










  • $begingroup$
    @DeanGurvitz: My bad. Didin't read the question properly.
    $endgroup$
    – Yadati Kiran
    Dec 19 '18 at 10:01












  • $begingroup$
    Also in your last line the first $log$ should be $log_2$
    $endgroup$
    – Bo5man
    Dec 19 '18 at 10:02
















1












1








1





$begingroup$


This is a small bonus question in a HW assignment for a machine-learning related course. We need to prove the following for $m,ngeq1$:
$$2^mle (em)^n Rightarrow mleq 2n*log_2(en)$$



A book we use in the course (Understanding Machine Learning: From Theory to Algorithms) mentions that this follows from another lemma:



Let $ageq 1,b>0$. Then: $$xgeq 4a*log_2⁡(2a)+2bRightarrow xgeq a*log_2⁡(x)+b$$



However, I was unable to use it since I only get:
$$2^mle (em)^n Rightarrow mleq n*log_2(em)Rightarrow mleq n*log_2(m)+n*log_2(e)Rightarrow$$
$$mleq 4n*log_2(2n)+2n*log_2(e)$$



Any hints or directions will be greatly appreciated (we needn't necessarily use the aforementioned lemma, the book might be mistaken here).










share|cite|improve this question











$endgroup$




This is a small bonus question in a HW assignment for a machine-learning related course. We need to prove the following for $m,ngeq1$:
$$2^mle (em)^n Rightarrow mleq 2n*log_2(en)$$



A book we use in the course (Understanding Machine Learning: From Theory to Algorithms) mentions that this follows from another lemma:



Let $ageq 1,b>0$. Then: $$xgeq 4a*log_2⁡(2a)+2bRightarrow xgeq a*log_2⁡(x)+b$$



However, I was unable to use it since I only get:
$$2^mle (em)^n Rightarrow mleq n*log_2(em)Rightarrow mleq n*log_2(m)+n*log_2(e)Rightarrow$$
$$mleq 4n*log_2(2n)+2n*log_2(e)$$



Any hints or directions will be greatly appreciated (we needn't necessarily use the aforementioned lemma, the book might be mistaken here).







calculus inequality






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share|cite|improve this question













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share|cite|improve this question








edited Dec 19 '18 at 10:20







Dean Gurvitz

















asked Dec 19 '18 at 9:34









Dean GurvitzDean Gurvitz

357215




357215












  • $begingroup$
    Is $e$ the usual $log_e=ln$?
    $endgroup$
    – Bo5man
    Dec 19 '18 at 9:43










  • $begingroup$
    @Bo5man Yes, $e$ is the known constant.
    $endgroup$
    – Dean Gurvitz
    Dec 19 '18 at 9:58










  • $begingroup$
    @YadatiKiran Where is the inconsistency? I can fix my question if needed.
    $endgroup$
    – Dean Gurvitz
    Dec 19 '18 at 9:58










  • $begingroup$
    @DeanGurvitz: My bad. Didin't read the question properly.
    $endgroup$
    – Yadati Kiran
    Dec 19 '18 at 10:01












  • $begingroup$
    Also in your last line the first $log$ should be $log_2$
    $endgroup$
    – Bo5man
    Dec 19 '18 at 10:02




















  • $begingroup$
    Is $e$ the usual $log_e=ln$?
    $endgroup$
    – Bo5man
    Dec 19 '18 at 9:43










  • $begingroup$
    @Bo5man Yes, $e$ is the known constant.
    $endgroup$
    – Dean Gurvitz
    Dec 19 '18 at 9:58










  • $begingroup$
    @YadatiKiran Where is the inconsistency? I can fix my question if needed.
    $endgroup$
    – Dean Gurvitz
    Dec 19 '18 at 9:58










  • $begingroup$
    @DeanGurvitz: My bad. Didin't read the question properly.
    $endgroup$
    – Yadati Kiran
    Dec 19 '18 at 10:01












  • $begingroup$
    Also in your last line the first $log$ should be $log_2$
    $endgroup$
    – Bo5man
    Dec 19 '18 at 10:02


















$begingroup$
Is $e$ the usual $log_e=ln$?
$endgroup$
– Bo5man
Dec 19 '18 at 9:43




$begingroup$
Is $e$ the usual $log_e=ln$?
$endgroup$
– Bo5man
Dec 19 '18 at 9:43












$begingroup$
@Bo5man Yes, $e$ is the known constant.
$endgroup$
– Dean Gurvitz
Dec 19 '18 at 9:58




$begingroup$
@Bo5man Yes, $e$ is the known constant.
$endgroup$
– Dean Gurvitz
Dec 19 '18 at 9:58












$begingroup$
@YadatiKiran Where is the inconsistency? I can fix my question if needed.
$endgroup$
– Dean Gurvitz
Dec 19 '18 at 9:58




$begingroup$
@YadatiKiran Where is the inconsistency? I can fix my question if needed.
$endgroup$
– Dean Gurvitz
Dec 19 '18 at 9:58












$begingroup$
@DeanGurvitz: My bad. Didin't read the question properly.
$endgroup$
– Yadati Kiran
Dec 19 '18 at 10:01






$begingroup$
@DeanGurvitz: My bad. Didin't read the question properly.
$endgroup$
– Yadati Kiran
Dec 19 '18 at 10:01














$begingroup$
Also in your last line the first $log$ should be $log_2$
$endgroup$
– Bo5man
Dec 19 '18 at 10:02






$begingroup$
Also in your last line the first $log$ should be $log_2$
$endgroup$
– Bo5man
Dec 19 '18 at 10:02












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