Abstract
We prove \(L^p\) bounds for the extensions of standard multilinear Calderón–Zygmund operators to tuples of \({\text {UMD}}\) spaces tied by a natural product structure. The product can, for instance, mean the pointwise product in \({\text {UMD}}\) function lattices, or the composition of operators in the Schatten-von Neumann subclass of the algebra of bounded operators on a Hilbert space. We do not require additional assumptions beyond \({\text {UMD}}\) on each space—in contrast to previous results, we e.g. show that the Rademacher maximal function property is not necessary. The obtained generality allows for novel applications. For instance, we prove new versions of fractional Leibniz rules via our results concerning the boundedness of multilinear singular integrals in non-commutative \(L^p\) spaces. Our proof techniques combine a novel scheme of induction on the multilinearity index with dyadic-probabilistic techniques in the \({\text {UMD}}\) space setting.
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Notes
This includes that if \(y\in Y(X)\) then \(|y|_{Y(X)}<\infty \).
Recall that \(L^{q_{{\mathcal {J}}}^0}({\mathcal {M}})_+\) denotes the positive cone of \(L^{q_{{\mathcal {J}}}^0}({\mathcal {M}}),\) namely the positive operators in \(L^{q_{{\mathcal {J}}}^0}({\mathcal {M}})\).
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Acknowledgements
The authors would like to warmly thank Yumeng Ou for fruitful discussions on the subject of multilinear UMD-valued singular integrals. F. Di Plinio is grateful to Ben Hayes and Vittorino Pata for enlightening exchanges on factorization in noncommutative \(L^p\) spaces.
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Communicated by Loukas Grafakos.
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F. Di Plinio has been partially supported by the National Science Foundation under the grants NSF-DMS-1650810, NSF-DMS-1800628 and NSF-DMS-2000510. K. Li was supported by Juan de la Cierva—Formación 2015 FJCI-2015-24547, by the Basque Government through the BERC 2018–2021 program and by Spanish Ministry of Economy and Competitiveness MINECO through BCAM Severo Ochoa excellence accreditation SEV-2017-0718 and through project MTM2017-82160-C2-1-P funded by (AEI/FEDER, UE) and acronym “HAQMEC”. H. Martikainen was supported by the Academy of Finland through the Grants 294840 and 306901, and by the 3-year research Grant 75160010 of the University of Helsinki. He is a member of the Finnish Centre of Excellence in Analysis and Dynamics Research. E. Vuorinen was supported by the Academy of Finland through the Grant 306901, by the Finnish Centre of Excellence in Analysis and Dynamics Research, and by Jenny and Antti Wihuri Foundation.
Appendix A: Iterated mixed-norm non-commutative \(L^p\) spaces
Appendix A: Iterated mixed-norm non-commutative \(L^p\) spaces
Let \({\mathcal {M}}\) be a von Neumann algebra equipped with a n.s.f. trace as described in Example 3.11. Recall in particular that \({\mathcal {A}}=L^0({\mathcal {M}})\) is an associative \(*\)-algebra endowed with a compatible complete metrizable topology, induced by the metric \(d_{{\mathcal {A}}}\) of convergence in measure. For an integer \(S\ge 1\), let \((M_s,\mu _s)\), \(s=1,\ldots , S\), be \(\sigma \)-finite measure spaces and \((\Omega _S,\omega _S)\) the product measure space
Let \({\mathscr {A}}_{0,S}\) be the vector space of simple functions \(f:\Omega _S\rightarrow {\mathcal {A}}\), namely
with \(A_{j}\in {\mathcal {A}},\) \(E^{j} \subset \Omega _S\) with \(\omega _S(E^j)<\infty \). Then \({\mathscr {A}}_{0,S}\) is an associative algebra with respect to the pointwise product: for \(f,g \in {\mathscr {A}}_{0,S}\), the function fg defined by \((fg)(t)=f(t) g(t)\), where the latter is the strong product in \({\mathcal {A}}\), belongs to \( {\mathscr {A}}_{0,S}\). We denote by
namely, \(f \in {\mathscr {A}}_S \) if there exists a sequence \(f_n \in {\mathscr {A}}_{0,S}\) such that
Then \({\mathscr {A}}_S\), the class of strongly measurable \(\mathcal A\)-valued functions on \(\Omega _S\), is an associative algebra with respect to the same product. Furthermore, \({\mathscr {A}}_S\) is complete with respect to the topology of convergence in measure, namely \(f_n\rightarrow f\) if for all \(\varepsilon >0\)
and the product operation is continuous. Note that the latter topology is also metrizable, proceeding in an analogous way to [24, Proposition A.2.4].
Recall that \({\mathcal {M}}\) is equipped with the n.s.f. trace \(\tau \), which is a linear bounded functional on \( L^1(\mathcal M)\). Then the functional
is linear and bounded on the Bochner space \( L^1(\Omega _S,\omega _S; L^1({\mathcal {M}}))\), which is a subspace of \({\mathscr {A}}_S\). With this definition, \({\mathscr {A}}_S\) is endowed with the trace \(\tau _S\). Under these assumptions, we have the following proposition.
Proposition A.1
For a Hölder tuple \(\{p_j^{0}:1\le j\le m\}\) as in (3.1), let
Let \(\{p_j^{s}:1\le j\le m\}\) be further Hölder tuples of exponents, for \(1\le s\le S\). Then the Banach subspaces of \({\mathscr {A}}_s\)
are a \({\text {UMD}}\) Hölder m-tuple.
Before the proof proper, we need to set some notation, and develop suitable auxiliary lemmata. For \(1\le k \le m-1\), \(\mathcal J=\{j_1<j_2<\cdots <j_k\}\subset {\mathcal {J}}_m\), and \(0\le s\le S\) we write
It will be convenient to introduce the auxiliary mixed norm spaces
for \(j=1,\ldots , m\) and similarly
In general we write S(X) for the unit sphere in the Banach space X.
Lemma A.3
Let \({\mathcal {J}}=\{j_u:1\le u\le k\}\). There exists maps \(B_u^{s}:S(E_{{\mathcal {J}}}^s)\rightarrow S(E_{j_u}^s)\) such that
and
Proof
We deal with the case \(j_u=u,u=1,\ldots , k\) which is generic. We prove the statement by induction on s. If \(s\ge 2\), assume inductively that maps \(B_u^{s-1}\) as in the statement have been constructed; for the base case \(s=1\), we run the argument below with \(B^{0}_u\) the identity map. In both cases, we need to define \(B^s_u:S(E_{{\mathcal {J}}}^s)\rightarrow S(E_{u}^s)\). We use that each \(f\in S(E_{{\mathcal {J}}}^s) \) is \(E_{{\mathcal {J}}}^{s-1}\)-valued. So for each \(t_s\in M_s\), write
where g is \(S( E_{{\mathcal {J}}}^{s-1})\)-valued, so that each \(g_u = B_u^{s-1}(g)\) is \(S(E_{u}^{s-1})\)-valued. Notice that each \(f_{u}=B^s_u(f)\) is (strongly) \(\mu _s\)-measurable with values in \(E_{u}^{s-1 }\): in fact \(|f (\cdot ) |_{E_{{\mathcal {J}}}^{s-1}}\) is \(\mu _s\)-measurable and each \(g_u\) is \(\mu _s\)-measurable, as \(B_u^{s-1}\) is (norm) continuous from \(E_{\mathcal {J}}^{s-1} \rightarrow E_{u}^{s-1 }\) and g is \(\mu _s\)-measurable with values in \(E_{\mathcal {J}}^{s-1}\) . A direct calculation reveals that
It remains to show that the thus defined maps \( B_u^s \) are continuous in the sense of (A.4) by assuming the same properties hold for the maps \( B_u^{s-1} \). Let \(f_n, f\) be as in the first line of (A.4) and write \(f_n(t_s)=|f_n(t_s)|_{E_{{\mathcal {J}}}^{s-1}} g_n(t_s)\). We first show the pointwise convergence: for each we have
Relying on the norm continuity of \({B}^{s-1}_u\) we obtain that both summands in the previous display converge to zero for each \(t_s\) such that \(\Vert f_n(t_s)\Vert _{E_{{\mathcal {J}}}^{s-1}} \rightarrow \Vert f(t_s)\Vert _{E_{{\mathcal {J}}}^{s-1}}, \Vert g_n(t_s)- g(t_s)\Vert _{E_{{\mathcal {J}}}^{s-1}}\rightarrow 0\); this is a set of full \(\mu _s\) measure, so that this part of the proof is complete. We come to the norm continuity in (A.4). We have
The first integrand converges to zero pointwise a.e. and is dominated by \(|f(t_s) |_{E_{{\mathcal {J}}}^{s-1}}^{q_{{\mathcal {J}}}^s}\), so the integral converges to zero by dominated convergence. The second integral is equal to
Notice that \(\Vert F \Vert _{p_u^s}= \Vert f\Vert _{E_{{\mathcal {J}}}^{s}}^{{q_{\mathcal {J}}^s}/{p_u^s}}\), \(\Vert F_n \Vert _{p_u}= \Vert f_n\Vert _{E_{{\mathcal {J}}}^{s}}^{{q_{\mathcal {J}}^s}/{p_u^s}}\). As \(F_n\rightarrow F\) pointwise, \(F_n,F\in L^{p_u^s}(M_s,\mu _s) \) and \( \Vert F_n \Vert _{p_u^s}\rightarrow \Vert F \Vert _{p_u^s}\), then \(\Vert F -F_n \Vert _{p_u^s}\) converges to zero by a well-known variation of the proof of the \(L^p\) dominated convergence theorem. \(\square \)
Lemma A.5
LetFootnote 2
Let \(f\in X_{{\mathcal {J}},+}^s \) be a simple function with \(\Vert f\Vert _{X_{{\mathcal {J}}}^s}=1\). Then there exist \(f_u \in X_{j_u,+}^s\), \(u=1,\ldots , k\) with
Proof
Again we deal with the generic case \(j_u=u,u=1,\ldots , k\). First of all, we make a remark about the case \(s=0\). Fix \(A\in X_{{\mathcal {J}},+}^0\) with \(\Vert A\Vert _{X_{\mathcal {J}}^0}=1\). Using the Borel functional calculus for positive closed densely defined operators to define \(A^\theta \) for \(\theta >0\)
Trivially
We now prove the main statement. Let \(f\in X_{{\mathcal {J}},+}^s \) be a simple function with \(\Vert f\Vert _{X_{{\mathcal {J}}}^s}=1\). We factor
Notice that \(F\in E_{{\mathcal {J}}}^s\) of unit norm, so that using Lemma A.3
and we may write, also using (A.6)
Notice that each \(f_u\) is strongly measurable as \(B_u(A(\cdot ))\) is a simple \(X_{u,+}^0\)-valued function and \(B_u^s(F)\) is a measurable function in \(E_u^s\). Also as \(|B_u(A(t))|_{X_u^0}=1\) for all \(t\in \Omega _s\)
which completes the proof of the claim. \(\square \)
We turn to the proof of the proposition. Namely we need to show that the tuple \(X_j^s\) from (A.2) is a \({\text {UMD}}\) Hölder tuple for each \(s=1,\ldots , S\). In proving this, by virtue of the case \(s=0\) being already established in Example 3.11 we may argue inductively and assume the claim has been proved in the cases of \(0,\ldots , s-1\).
Clearly each \( X_j^s\) is a subspace of \( {\mathscr {A}}_s\). Denoting by \(q_j^s, s=0,\ldots , S\) the conjugate exponent of \(p_j^s\), it is convenient to define the spaces
which are Banach subspaces of \( {\mathscr {A}}_s\). Further, as each \(X_j^s\) is a reflexive Banach space and enjoys the Radon-Nikodým property [24, Theorem 1.3.21], an inductive argument yields the Riesz representation theorem (cf. [24, Theorem 1.3.10]) then yields that
through the identification
We have in particular shown that each \(X_j^s\) is an admissible space for the algebra \({\mathscr {A}}_s\) with trace \(\tau _s\) and \(Y(X_j^s)=Y_j^s\) .
We verify that \(\{ X_j^s:j \in {\mathcal {J}}_m\}\) is a \({\text {UMD}}\) Hölder tuple by induction on m. The case \(m=2\) is actually immediate by virtue of the observation and the well known fact that each \(X_j^s,Y_j^s\) is a \({\text {UMD}}\) space.
To obtain the inductive step, we fix \(m\ge 3\) and verify the following equality. For each \(1\le k \le m-1\), \(\mathcal J=\{j_1<j_2<\cdots <j_k\}\subset {\mathcal {J}}_m\), there holds
where we refer to the spaces defined in Lemma A.5. More explicitly, denoting
we have \(Y(\{ X_{j}^s:j\in {\mathcal {J}}\})=Y_{{\mathcal {J}}}^s= \left( X_{{\mathcal {J}}}^s\right) ^* \).
Property P1 then corresponds to this equality in the cases \(k= m-1\). Verifying property P2 amounts to checking that when \(k<m-1\), the tuple \(\{ X^s_j:j\in {\mathcal {J}}\} \cup \{ Y^s_{{\mathcal {J}}}\} \) is a \({\text {UMD}}\) Hölder \((k+1)\)-tuple. As \(k< m-1\), \(\{ X_j^s:j\in {\mathcal {J}}\} \cup \{ Y^s_{{\mathcal {J}}}\} \) is a \({\text {UMD}}\) Hölder \((k+1)\)-tuple and the exponents \(\{p_j^s: j \in {\mathcal {J}}, p^s({{\mathcal {J}}})\}\) are a Hölder tuple, this check is made by a straightforward appeal to the induction assumption.
We are left with proving (A.7). To do this we will define a linear surjective isometry \(\Phi :Y( \{ X_{j}^s:j\in {\mathcal {J}}\})\rightarrow Y_{{\mathcal {J}}}^{s } \). First of all note that
descends immediately from Hölder’s inequality in \(L^{p}(M_s,\mu _s)\)-spaces and Lemma 3.1 applied to the \({\text {UMD}}\) Hölder tuple \(X_{j_1}^{s-1}, X_{j_2}^{s-1},\ldots , X_{j_k}^{s-1}\). We will use this below.
Fix then \(g\in Y( \{ X_{j}^s:j\in {\mathcal {J}}\}) \). We claim that if f is a simple \(X_{{\mathcal {J}},+}^0\)-valued function on \(\Omega _s\) with \(\Vert f\Vert _{X_{{\mathcal {J}}}^s}=1\), then
Indeed, applying Lemma 3.1 we obtain
which is (A.9). As \(X_{\mathcal {J}}^s\) is the \( X_{\mathcal {J}}^s\)-norm closure of the linear span of simple \(X_{{\mathcal {J}},+}^0\)-valued function on \(\Omega _s\), the linear bounded functional \(f\mapsto \tau _s(g f)\) extends uniquely to an element \(\Phi (g) \) of \((X_{\mathcal {J}}^s)^*\equiv Y_{\mathcal {J}}^s\) with
It is easy to see that the map \(\Phi :Y( \{ X_{j}^s:j\in \mathcal J\})\rightarrow Y_{{\mathcal {J}}}^{s } \) is linear. From (A.8) we gather that if \(g \in Y_{{\mathcal {J}}}^{s }\) then \(\Phi (g)\) is well-defined. In this case the linear bounded functionals \(g\mapsto \tau _s(g f)\) and \(\Phi (g)\) coincide on a dense set, it must be \(\Phi (g)=g\). So \(\Phi \) is obviously surjective. Furthermore using (A.8) again we obtain
whence equality must hold throughout. So \(\Phi \) is a linear isometric isomorphism and the proof of (A.7) is complete.
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Di Plinio, F., Li, K., Martikainen, H. et al. Multilinear singular integrals on non-commutative \(L^p\) spaces. Math. Ann. 378, 1371–1414 (2020). https://doi.org/10.1007/s00208-020-02068-4
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DOI: https://doi.org/10.1007/s00208-020-02068-4
Keywords
- Calderón–Zygmund operators
- Singular integrals
- Multilinear analysis
- Non-commutative spaces
- Representation theorems
- UMD spaces