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A Hilbert space $H$ is a real or complex vector space endowed with an inner product such that $H$ is a complete metric space when endowed with the norm induced by this inner product.
2
votes
Is the maximum of derivatives of a function in (s,2)-Sobolev space (an RKHS) bounded by thei...
Consider $d=1$, $s=1$, $\Omega=(-1,1) \subset \mathbb{R}^1$. We can find a function $g \in L^2(-1,1)$ (or even continuous) for which $g(0)$ is arbitrarily large but $\|g\|_{L^2(-1,1)}$ is arbitrarily …
8
votes
Accepted
Orthonormal bases on Reproducing Kernel Hilbert Spaces
The error is in this line:
The standard argument shows that $\widetilde{\mathcal{M}}$ is an RKHS of functions on $X$.
In fact, this is not generally true. The completion $\widetilde{\mathcal{M} …
7
votes
Subspace of $L^2$ that lies in $L^\infty$
Here's one solution. There may be cleaner ones.
Let $E$ be as supposed. The natural inclusion $T : L^\infty([0,1]) \hookrightarrow L^2([0,1])$ is bounded, so $E = T^{-1}(E)$ is therefore also close …
1
vote
Accepted
Injective inclusion map from RKHS function space to $L_p(\mu)$
It seems, from comments, that the question is based on a misreading. The text does not assert that the inclusion map is always injective; it only gives a necessary and sufficient condition for the ma …
2
votes
Accepted
Measurability of specific function
It certainly is measurable. In fact, you may find an explicit formula for it.
If we take $I = (0,1)$, then $g_s$ is simply given by $g_s(t) = \operatorname{min}(s,t) - st$.
How did I find this? We …
2
votes
Accepted
Orthogonal complement vector space
Take $d=1$. In this case all functions in $H^1(\mathbb{R})$ are (absolutely) continuous, so evaluation at a point is well defined . Let $X = \{f \in H^1 : f(0) = 0\}$ which is a well-defined closed …
7
votes
Accepted
Equivalence of Gaussian measures
They are not equivalent.
For an explicit counterexample, let $\{e_1, e_2, \dots\}$ be an orthonormal basis for $H$, and let $C$ be the diagonal operator $C e_n = \frac{1}{n^2} e_n$. Let $D =2C$. Th …
6
votes
Accepted
Closure of polynomials of a function in $L^2$
Let $\sigma(f)$ be the smallest $\sigma$-algebra on $[0,1]$ which makes $f$ measurable. I claim that $\overline{P_f} = L^2(I, \sigma(f), m)$, the space of all square-integrable $\sigma(f)$-measurable …
2
votes
Accepted
Infinite hermitian matrix
Not an answer really, but a collection of several comments.
The "skew-symmetric" condition is not really natural for an operator on a complex Hilbert space, since it isn't preserved by unitary trans …
16
votes
Accepted
Does there exist an event independent of a given sigma-algebra?
No. For a very simple example, take $\Omega = \{a,b,c\}$ consisting of three points, with $\mathcal{F} = 2^\Omega$ and $P(A) = |A|/3$ the uniform measure. Let $\mathcal{G} = \{\{a\}, \{b,c\}, \Omega …
7
votes
Accepted
If $H$ is a separable Hilbert space, is its dual dense in $L^2(H)$?
(Rewritten to give an answer more useful to future visitors.)
First of all, as noted in comments, there is no (countably additive) Gaussian measure on $H$ with covariance operator the identity.
Ho …
13
votes
Accepted
$x f'$ bounded by $x^2f $ and $f''$?
By a cutoff function argument, it suffices to assume $f$ is compactly supported, so we can integrate by parts without picking up boundary terms.
Thus
$$\int (xf')^2 = \int (x^2f') f' = -\int 2xf'f - …
7
votes
Accepted
On the domains and extensions of unbounded operators
Yes, you've got it right. Given an unbounded self-adjoint operator $A$ with domain $D(A) \subset H$, using Zorn's lemma you can produce an everywhere defined operator $A'$ on $H$ which extends $A$. …