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Current methods for regularization in machine learning require quite specific model assumptions (e.g. a kernel shape) that are not derived from prior knowledge about the application, but must be imposed merely to make the method work. We…

机器学习 · 统计学 2022-11-01 Matthias Wieler

We apply the Batalin-Tyutin Hamiltonian method to the Abelian Proca model in order to convert a second class constraint system into a first class one systematically by introducing the new fields. Then, according to the BFV formalism we…

高能物理 - 理论 · 物理学 2008-02-03 Sean J. Yoon , Yong-Wan Kim , Young-Jai Park

We study the non-linear background field redefinitions arising at the quantum level in a spontaneously broken effective gauge field theory. The non-linear field redefinitions are crucial for the symmetric (i.e. fulfilling all the relevant…

高能物理 - 理论 · 物理学 2021-09-28 Andrea Quadri

A $\theta$-local formulation of superfield Lagrangian quantization in non-Abelian hypergauges is proposed on the basis of an extension of general reducible gauge theories to special superfield models with a Grassmann parameter $\theta$. We…

高能物理 - 理论 · 物理学 2009-11-11 D. M. Gitman , P. Yu. Moshin , A. A. Reshetnyak

We show that in a spontaneously broken effective gauge field theory, quantized in a general background $R_\xi$-gauge, also the background fields undergo a non-linear (albeit background-gauge invariant) field redefinition induced by…

高能物理 - 理论 · 物理学 2021-02-23 Andrea Quadri

Current models of inter-nucleon interactions are built within the frame of Effective Field Theories (EFTs). Contrary to traditional nuclear potentials, EFT interactions require a renormalization of their parameters in order to derive…

核理论 · 物理学 2020-05-19 Mehdi Drissi , Thomas Duguet , Vittorio Soma

We discuss the Equivalence Theorem (ET) in the BRST formalism. The existence of a local inverse of the field transformation (at least as a formal power expansion) suggests a formulation of the ET, which allows a nilpotent BRST symmetry.…

高能物理 - 理论 · 物理学 2007-06-22 Ruggero Ferrari , Marco Picariello , Andrea Quadri

Symbolic algebra relevant to the renormalization of gauge theories can be efficiently performed by machine using modern packages. We devise a scheme for representing and manipulating the objects involved in perturbative calculations of…

高能物理 - 理论 · 物理学 2008-11-26 M. Rossi , A. P. Flitney

We study the renormalizability of (massive) topological QCD based on the algebraic BRST technique by adopting a non-covariant Landau type gauge and making use of the full topological superalgebra. The most general local counter terms are…

高能物理 - 理论 · 物理学 2009-11-07 Bodo Geyer , Dietmar Mülsch

By using the field-antifield formalism, we show that the method of Batalin, Fradkin, Fradkina and Tyutin to convert Hamiltonian systems submitted to second class constraints introduces compensating fields which do not belong to the BRST…

高能物理 - 理论 · 物理学 2015-06-26 Ricardo Amorim , Ronaldo Thibes

The BFV-BRST Hamiltonian quantization method is presented for the theories where the gauge parameters are restricted by differential equations. The general formalism is exemplified by the Maxwell-like theory of symmetric tensor field.

高能物理 - 理论 · 物理学 2021-09-28 V. A. Abakumova , S. L. Lyakhovich

It is shown that the problem of the recursive restoration of the Slavnov-Taylor (ST) identities at the quantum level for anomaly-free gauge theories is equivalent to the problem of parameterizing the local approximation to the quantum…

高能物理 - 理论 · 物理学 2009-11-10 Andrea Quadri

We present the generalization to non positive definite spectral functions of a recently proposed Bayesian deconvolution approach (BR method). The novel prior used here retains many of the beneficial analytic properties of the original…

高能物理 - 唯象学 · 物理学 2017-03-30 Alexander Rothkopf

It is shown that the Sigma-Omega model which is widely used in the study of nuclear relativistic many-body problem can exactly be treated as an Abelian massive gauge field theory. The quantization of this theory can perfectly be performed…

核理论 · 物理学 2009-11-10 Jun-Chen Su , Hai-Jhun Wanng

A consistent quantum treatment of general gauge theories with an arbitrary gauge-fixing in the presence of soft breaking of the BRST symmetry in the field-antifield formalism is developed. It is based on a gauged (involving a…

高能物理 - 理论 · 物理学 2014-12-03 Alexander Reshetnyak

A formal series transformation to Birkhoff-Gustavson normal form is obtained for toroidal magnetic field configurations in the neighborhood of a magnetic axis. Bishop's rotation-minimizing coordinates are used to obtain a local orthogonal…

数学物理 · 物理学 2023-06-08 Nathan Duignan , James D. Meiss

We investigate the gauge symmetry and gauge fixing dependence properties of the effective average action for quantum gravity models of general form. Using the background field formalism and the standard BRST-based arguments, one can…

The Becchi-Rouet-Stora-Tyutin (BRST) treatment for the quantization of collective coordinates is considered in the Lagrangian formalism. The motion of a particle in a Riemannian manifold is studied in the case when the classical solutions…

高能物理 - 理论 · 物理学 2009-10-30 Juan P. Garrahan , Martin Kruczenski , Daniel R. Bes

In recent years, the usual BPHZ algorithm for renormalization in perturbative quantum field theory has been interpreted, after dimensional regularization, as a Birkhoff decomposition of characters on the Hopf algebra of Feynman graphs, with…

环与代数 · 数学 2018-07-09 Frédéric Menous , Frédéric Patras

We introduce an adaptive regularization approach. In contrast to conventional Tikhonov regularization, which specifies a fixed regularization operator, we estimate it simultaneously with parameters. From a Bayesian perspective we estimate…

计算机视觉与模式识别 · 计算机科学 2009-06-19 Andriy Myronenko , Xubo Song