How to obtain samples from global maximum of a stochastic function?
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I would like to obtain samples of the value $undersetxargmax f(x)$, where the function $f$ is sampled from some distribution of functions $F$, i.e. $fsim F$.
$x in mathbbR$, and $f:mathbbRtomathbbR$.
My intuition tells me that if I first sample a function $f$ and then solve for the $argmax$, I would obtain a sample from $undersetxargmax f(x)$. I'm skeptical of this, but I didn't find a way to prove or disprove this statement yet. Any help would be appreciated.
probability optimization sampling
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I would like to obtain samples of the value $undersetxargmax f(x)$, where the function $f$ is sampled from some distribution of functions $F$, i.e. $fsim F$.
$x in mathbbR$, and $f:mathbbRtomathbbR$.
My intuition tells me that if I first sample a function $f$ and then solve for the $argmax$, I would obtain a sample from $undersetxargmax f(x)$. I'm skeptical of this, but I didn't find a way to prove or disprove this statement yet. Any help would be appreciated.
probability optimization sampling
It seems to me a definitional (notational) matter of if that's what you mean, rather than a matter of proof. What you describe is how I would interpret it.
– Mark L. Stone
Aug 2 at 18:47
@MarkL.Stone Didn't really understand your comment, can you rephrase it? :)
– JLagana
Aug 3 at 9:47
This is a matter of hoe you define what you want to do. it is not a matter oif proof.
– Mark L. Stone
Aug 3 at 11:01
@MarkL.Stone Now I understand your sentence, thanks. My goal is to obtain samples from $argmax f(x)$, where $f$ is a stochastic function. Could you point out what is ambiguous or unclear about my question so I can improve it?
– JLagana
Aug 3 at 12:01
I interpreted it as you described in your first post. If there is an uncertainty, it is on your end.
– Mark L. Stone
Aug 3 at 12:08
add a comment |Â
up vote
0
down vote
favorite
up vote
0
down vote
favorite
I would like to obtain samples of the value $undersetxargmax f(x)$, where the function $f$ is sampled from some distribution of functions $F$, i.e. $fsim F$.
$x in mathbbR$, and $f:mathbbRtomathbbR$.
My intuition tells me that if I first sample a function $f$ and then solve for the $argmax$, I would obtain a sample from $undersetxargmax f(x)$. I'm skeptical of this, but I didn't find a way to prove or disprove this statement yet. Any help would be appreciated.
probability optimization sampling
I would like to obtain samples of the value $undersetxargmax f(x)$, where the function $f$ is sampled from some distribution of functions $F$, i.e. $fsim F$.
$x in mathbbR$, and $f:mathbbRtomathbbR$.
My intuition tells me that if I first sample a function $f$ and then solve for the $argmax$, I would obtain a sample from $undersetxargmax f(x)$. I'm skeptical of this, but I didn't find a way to prove or disprove this statement yet. Any help would be appreciated.
probability optimization sampling
edited Aug 2 at 13:19
asked Aug 2 at 13:06
JLagana
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It seems to me a definitional (notational) matter of if that's what you mean, rather than a matter of proof. What you describe is how I would interpret it.
– Mark L. Stone
Aug 2 at 18:47
@MarkL.Stone Didn't really understand your comment, can you rephrase it? :)
– JLagana
Aug 3 at 9:47
This is a matter of hoe you define what you want to do. it is not a matter oif proof.
– Mark L. Stone
Aug 3 at 11:01
@MarkL.Stone Now I understand your sentence, thanks. My goal is to obtain samples from $argmax f(x)$, where $f$ is a stochastic function. Could you point out what is ambiguous or unclear about my question so I can improve it?
– JLagana
Aug 3 at 12:01
I interpreted it as you described in your first post. If there is an uncertainty, it is on your end.
– Mark L. Stone
Aug 3 at 12:08
add a comment |Â
It seems to me a definitional (notational) matter of if that's what you mean, rather than a matter of proof. What you describe is how I would interpret it.
– Mark L. Stone
Aug 2 at 18:47
@MarkL.Stone Didn't really understand your comment, can you rephrase it? :)
– JLagana
Aug 3 at 9:47
This is a matter of hoe you define what you want to do. it is not a matter oif proof.
– Mark L. Stone
Aug 3 at 11:01
@MarkL.Stone Now I understand your sentence, thanks. My goal is to obtain samples from $argmax f(x)$, where $f$ is a stochastic function. Could you point out what is ambiguous or unclear about my question so I can improve it?
– JLagana
Aug 3 at 12:01
I interpreted it as you described in your first post. If there is an uncertainty, it is on your end.
– Mark L. Stone
Aug 3 at 12:08
It seems to me a definitional (notational) matter of if that's what you mean, rather than a matter of proof. What you describe is how I would interpret it.
– Mark L. Stone
Aug 2 at 18:47
It seems to me a definitional (notational) matter of if that's what you mean, rather than a matter of proof. What you describe is how I would interpret it.
– Mark L. Stone
Aug 2 at 18:47
@MarkL.Stone Didn't really understand your comment, can you rephrase it? :)
– JLagana
Aug 3 at 9:47
@MarkL.Stone Didn't really understand your comment, can you rephrase it? :)
– JLagana
Aug 3 at 9:47
This is a matter of hoe you define what you want to do. it is not a matter oif proof.
– Mark L. Stone
Aug 3 at 11:01
This is a matter of hoe you define what you want to do. it is not a matter oif proof.
– Mark L. Stone
Aug 3 at 11:01
@MarkL.Stone Now I understand your sentence, thanks. My goal is to obtain samples from $argmax f(x)$, where $f$ is a stochastic function. Could you point out what is ambiguous or unclear about my question so I can improve it?
– JLagana
Aug 3 at 12:01
@MarkL.Stone Now I understand your sentence, thanks. My goal is to obtain samples from $argmax f(x)$, where $f$ is a stochastic function. Could you point out what is ambiguous or unclear about my question so I can improve it?
– JLagana
Aug 3 at 12:01
I interpreted it as you described in your first post. If there is an uncertainty, it is on your end.
– Mark L. Stone
Aug 3 at 12:08
I interpreted it as you described in your first post. If there is an uncertainty, it is on your end.
– Mark L. Stone
Aug 3 at 12:08
add a comment |Â
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It seems to me a definitional (notational) matter of if that's what you mean, rather than a matter of proof. What you describe is how I would interpret it.
– Mark L. Stone
Aug 2 at 18:47
@MarkL.Stone Didn't really understand your comment, can you rephrase it? :)
– JLagana
Aug 3 at 9:47
This is a matter of hoe you define what you want to do. it is not a matter oif proof.
– Mark L. Stone
Aug 3 at 11:01
@MarkL.Stone Now I understand your sentence, thanks. My goal is to obtain samples from $argmax f(x)$, where $f$ is a stochastic function. Could you point out what is ambiguous or unclear about my question so I can improve it?
– JLagana
Aug 3 at 12:01
I interpreted it as you described in your first post. If there is an uncertainty, it is on your end.
– Mark L. Stone
Aug 3 at 12:08