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Multiparameter quantum estimation faces a fundamental challenge due to the inherent incompatibility of optimal measurements for different parameters, a direct consequence of quantum non-commutativity. This incompatibility is quantified by…

量子物理 · 物理学 2025-10-23 Jiayu He , Gabriele Fazio , Matteo G. A. Paris

Information metrics give lower bounds for the estimation of parameters. The Cencov-Morozova-Petz Theorem classifies the monotone quantum Fisher metrics. The optimum bound for the quantum estimation problem is offered by the metric which is…

量子物理 · 物理学 2012-10-09 Demetris P. K. Ghikas , Fotios Oikonomou

The symmetric logarithmic derivative Cram\'er-Rao bound (SLDCRB) provides a fundamental limit to the minimum variance with which a set of unknown parameters can be estimated in an unbiased manner. It is known that the SLDCRB can be…

量子物理 · 物理学 2024-04-03 Lorcan O. Conlon , Jun Suzuki , Ping Koy Lam , Syed M. Assad

We consider the corrector equation from the stochastic homogenization of uniformly elliptic finite-difference equations with random, possibly non-symmetric coefficients. Under the assumption that the coefficients are stationary and ergodic…

偏微分方程分析 · 数学 2016-07-14 Jonathan Ben-Artzi , Daniel Marahrens , Stefan Neukamm

Stochastic convex optimization over an $\ell_1$-bounded domain is ubiquitous in machine learning applications such as LASSO but remains poorly understood when learning with differential privacy. We show that, up to logarithmic factors the…

机器学习 · 计算机科学 2021-03-03 Hilal Asi , Vitaly Feldman , Tomer Koren , Kunal Talwar

The estimation of multiple parameters in quantum metrology is important for a vast array of applications in quantum information processing. However, the unattainability of fundamental precision bounds for incompatible observables has…

量子物理 · 物理学 2021-02-17 Jasminder S. Sidhu , Yingkai Ouyang , Earl T. Campbell , Pieter Kok

The estimation of more than one parameter in quantum mechanics is a fundamental problem with relevant practical applications. In fact, the ultimate limits in the achievable estimation precision are ultimately linked with the…

量子物理 · 物理学 2020-10-28 Sholeh Razavian , Matteo G. A. Paris , Marco G. Genoni

In this paper, we study two problems: (1) estimation of a $d$-dimensional log-concave distribution and (2) bounded multivariate convex regression with random design with an underlying log-concave density or a compactly supported…

统计理论 · 数学 2020-02-21 Gil Kur , Yuval Dagan , Alexander Rakhlin

One key aspect of quantum metrology, measurement incompatibility, is evident only through the simultaneous estimation of multiple parameters. The symmetric logarithmic derivative Cram\'er-Rao bound (SLDCRB), gives the attainable precision,…

量子物理 · 物理学 2024-09-26 Lorcán O. Conlon , Jun Suzuki , Ping Koy Lam , Syed M. Assad

This paper is about the homogenization of linear elliptic operators in divergence form with stationary random coefficients that have only slowly decaying correlations. It deduces optimal estimates of the homogenization error from optimal…

偏微分方程分析 · 数学 2022-02-09 Antoine Gloria , Stefan Neukamm , Felix Otto

A family of logarithmic Sobolev inequalities on finite dimensional quantum state spaces is introduced. The framework of non-commutative $\bL_p$-spaces is reviewed and the relationship between quantum logarithmic Sobolev inequalities and the…

量子物理 · 物理学 2013-06-13 Michael J. Kastoryano , Kristan Temme

We establish sharp Trudinger-Moser inequalities with logarithmic weights for the $k$-Hessian equation and investigate the existence of maximizers. Our analysis extends the classical results of Tian and Wang to $k$-admissible function spaces…

偏微分方程分析 · 数学 2025-04-15 João Marcos do Ó , José Francisco de Oliveira , Raoní Cabral Ponciano

This paper studies the limitations of the generic approaches to solving cryptographic problems in classical and quantum settings in various models. - In the classical generic group model (GGM), we find simple alternative proofs for the…

量子物理 · 物理学 2024-02-20 Minki Hhan

We investigate higher derivative estimates for the Lam\'e system with hard inclusions embedded in a bounded domain in $\mathbb{R}^{d}$. As the distance $\varepsilon$ between two closely spaced hard inclusions approaches zero, the stress in…

偏微分方程分析 · 数学 2024-11-26 Hongjie Dong , Haigang Li , Huaijun Teng , Peihao Zhang

We generalize the approach by Braunstein and Caves [Phys. Rev. Lett. 72, 3439 (1994)] to quantum multi-parameter estimation with general states. We derive a matrix bound of the classical Fisher information matrix due to each measurement…

量子物理 · 物理学 2019-09-10 Jing Yang , Shengshi Pang , Yiyu Zhou , Andrew N. Jordan

We consider an elliptic Kolmogorov equation lambda u - Ku =f in a convex subset C of a separable Hilbert space X. We prove maximal Sobolev regularity of its weak solution, when lambda >0 and f is in L^2(C,nu), where nu is the log-concave…

偏微分方程分析 · 数学 2013-09-26 Giuseppe Da Prato , Alessandra Lunardi

Inverse problems in scientific computing often require optimization over infinite-dimensional Hilbert spaces. A commonly used solver in such settings is stochastic gradient descent (SGD), where gradients are approximated using randomly…

最优化与控制 · 数学 2026-04-14 Sandra Cerrai , Qin Li , Anjali Nair , Jaeyoung Yoon

In this paper, we study optimal quadrature errors, approximation numbers, and sampling numbers in $L_2(\Bbb S^d)$ for Sobolev spaces ${\rm H}^{\alpha,\beta}(\Bbb S^d)$ with logarithmic perturbation on the unit sphere $\Bbb S^d$ in $\Bbb…

数值分析 · 数学 2024-01-30 Jiaxin Geng , Yun Ling , Jiansong Li , Heping Wang

The Moving Sofa Problem, formally proposed by Leo Moser in 1966, seeks to determine the largest area of a two-dimensional shape that can navigate through an $L$-shaped corridor with unit width. The current best lower bound is about 2.2195,…

机器学习 · 计算机科学 2024-07-17 Kuangdai Leng , Jia Bi , Jaehoon Cha , Samuel Pinilla , Jeyan Thiyagalingam

In this paper, we propose two linearized finite difference schemes for solving the logarithmic Schr\"odinger equation (LogSE) without the need for regularization of the logarithmic term. These two schemes employ the first-order and the…

数值分析 · 数学 2025-09-19 Tingchun Wang , Jingye Yan
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