A Hierarchy of Entanglement Cones via Rank-Constrained $C^*$-Convex Hulls
- URL: http://arxiv.org/abs/2512.05560v1
- Date: Fri, 05 Dec 2025 09:34:05 GMT
- Title: A Hierarchy of Entanglement Cones via Rank-Constrained $C^*$-Convex Hulls
- Authors: Mohsen Kian,
- Abstract summary: This paper investigates the geometry of the coneparable ($mathscrPtrivial_+$) and the separable Transpose (PPT) conjecture.
- Score: 0.0
- License: http://arxiv.org/licenses/nonexclusive-distrib/1.0/
- Abstract: This paper systematically investigates the geometry of fundamental quantum cones, the separable cone ($\mathscr{P}_+$) and the Positive Partial Transpose (PPT) cone ($\mathcal{P}_{\mathrm{PPT}}$), under generalized non-commutative convexity. We demonstrate a sharp stability dichotomy analyzing $C^*$-convex hulls of these cones: while $\mathscr{P}_+$ remains stable under local $C^*$-convex combinations, its global $C^*$-convex hull collapses entirely to the cone of all positive semidefinite matrices, $\operatorname{MCL}(\mathscr{P}_+) = \mathscr{P}_0$. To gain finer control and classify intermediate structures, we introduce the concept of ``$k$-$C^*$-convexity'', by using the operator Schmidt rank of $C^*$-coefficients. This constraint defines a new hierarchy of nested intermediate cones, $\operatorname{MCL}_k(\cdot)$. We prove that this hierarchy precisely recovers the known Schmidt number cones for the separable case, establishing a generalized convexity characterization: $\operatorname{MCL}_k(\mathscr{P}_+) = \mathcal{T}_k$. Applied to the PPT cone, this framework generates a family of conjectured non-trivial intermediate cones, $\mathcal{C}_{\mathrm{PPT}, k}$.
Related papers
- Approximating the operator norm of local Hamiltonians via few quantum states [53.16156504455106]
Consider a Hermitian operator $A$ acting on a complex Hilbert space of $2n$.<n>We show that when $A$ has small degree in the Pauli expansion, or in other words, $A$ is a local $n$-qubit Hamiltonian.<n>We show that whenever $A$ is $d$-local, textiti.e., $deg(A)le d$, we have the following discretization-type inequality.
arXiv Detail & Related papers (2025-09-15T14:26:11Z) - Wigner quasi-probability distribution for symmetric multi-quDit systems and their generalized heat kernel [0.0]
We analyze the phase-space structure of Schr"odinger $U(D)$-spin cat states.<n>We compute the generalized heat kernel relating two quasi-probability distributions $mathcalF(s)_rho$ and $mathcalF(s')_rho$.
arXiv Detail & Related papers (2025-07-20T08:26:28Z) - Efficient Continual Finite-Sum Minimization [52.5238287567572]
We propose a key twist into the finite-sum minimization, dubbed as continual finite-sum minimization.
Our approach significantly improves upon the $mathcalO(n/epsilon)$ FOs that $mathrmStochasticGradientDescent$ requires.
We also prove that there is no natural first-order method with $mathcalOleft(n/epsilonalpharight)$ complexity gradient for $alpha 1/4$, establishing that the first-order complexity of our method is nearly tight.
arXiv Detail & Related papers (2024-06-07T08:26:31Z) - Towards verifications of Krylov complexity [0.0]
I present the exact and explicit expressions of the moments $mu_m$ for 16 quantum mechanical systems which are em exactly solvable both in the Schr"odinger and Heisenberg pictures.
arXiv Detail & Related papers (2024-03-11T02:57:08Z) - Exploring topological entanglement through Dehn surgery [1.3328842853079743]
We compute the partition function of a closed 3-manifold obtained from Dehn fillings of the link complement.
We have given explicit results for all hyperbolic knots $mathcalK$ up to six crossings.
arXiv Detail & Related papers (2024-02-12T07:38:14Z) - Provably learning a multi-head attention layer [55.2904547651831]
Multi-head attention layer is one of the key components of the transformer architecture that sets it apart from traditional feed-forward models.
In this work, we initiate the study of provably learning a multi-head attention layer from random examples.
We prove computational lower bounds showing that in the worst case, exponential dependence on $m$ is unavoidable.
arXiv Detail & Related papers (2024-02-06T15:39:09Z) - A Normal Map-Based Proximal Stochastic Gradient Method: Convergence and Identification Properties [7.281869462071603]
The proximal gradient method (PSGD) is one of the state-of-the-art approaches for composite-type problems.<n>In this paper, we present a simple variant of PSGD based on Robinsons map.
arXiv Detail & Related papers (2023-05-10T01:12:11Z) - Monogamy of entanglement between cones [43.57338639836868]
We show that monogamy is not only a feature of quantum theory, but that it characterizes the minimal tensor product of general pairs of convex cones.<n>Our proof makes use of a new characterization of products of simplices up to affine equivalence.
arXiv Detail & Related papers (2022-06-23T16:23:59Z) - Learning a Single Neuron with Adversarial Label Noise via Gradient
Descent [50.659479930171585]
We study a function of the form $mathbfxmapstosigma(mathbfwcdotmathbfx)$ for monotone activations.
The goal of the learner is to output a hypothesis vector $mathbfw$ that $F(mathbbw)=C, epsilon$ with high probability.
arXiv Detail & Related papers (2022-06-17T17:55:43Z) - Beyond the Berry Phase: Extrinsic Geometry of Quantum States [77.34726150561087]
We show how all properties of a quantum manifold of states are fully described by a gauge-invariant Bargmann.
We show how our results have immediate applications to the modern theory of polarization.
arXiv Detail & Related papers (2022-05-30T18:01:34Z) - Low-degree learning and the metric entropy of polynomials [44.99833362998488]
We prove that any (deterministic or randomized) algorithm which learns $mathscrF_nd$ with $L$-accuracy $varepsilon$ requires at least $Omega(sqrtvarepsilon)2dlog n leq log mathsfM(mathscrF_n,d,|cdot|_L,varepsilon) satisfies the two-sided estimate $$c (1-varepsilon)2dlog
arXiv Detail & Related papers (2022-03-17T23:52:08Z) - Topological entanglement and hyperbolic volume [1.1909611351044664]
Chern-Simons theory provides setting to visualise the $m$-moment of reduced density matrix as a three-manifold invariant $Z(M_mathcalK_m)$.
For SU(2) group, we show that $Z(M_mathcalK_m)$ can grow at mostly in $k$.
We conjecture that $ln Z(M_mathcalK_m)$ is the hyperbolic volume of the knot complement $S3backslash mathcalK_m
arXiv Detail & Related papers (2021-06-07T07:51:03Z) - The planted matching problem: Sharp threshold and infinite-order phase
transition [25.41713098167692]
We study the problem of reconstructing a perfect matching $M*$ hidden in a randomly weighted $ntimes n$ bipartite graph.
We show that if $sqrtd B(mathcalP,mathcalQ) ge 1+epsilon$ for an arbitrarily small constant $epsilon>0$, the reconstruction error for any estimator is shown to be bounded away from $0$.
arXiv Detail & Related papers (2021-03-17T00:59:33Z) - Linear Bandits on Uniformly Convex Sets [88.3673525964507]
Linear bandit algorithms yield $tildemathcalO(nsqrtT)$ pseudo-regret bounds on compact convex action sets.
Two types of structural assumptions lead to better pseudo-regret bounds.
arXiv Detail & Related papers (2021-03-10T07:33:03Z)
This list is automatically generated from the titles and abstracts of the papers in this site.
This site does not guarantee the quality of this site (including all information) and is not responsible for any consequences.