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A locally-built, LLM-digested index of recent arXiv papers in quant finance, geometry/topology, and statistical ML — keyword search served straight from SQLite on this machine.

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48 results for Tate diagonal

Machine learning accurately distinguishes Sato-Tate groups for hyperelliptic curves.

problem Arithmetic of hyperelliptic curves and Sato-Tate conjecture.
method Bayesian classifier and machine learning techniques applied to L-functions of hyperelliptic curves.
result Machine learning can distinguish Sato-Tate groups with high accuracy and speed.

For a Liouville domain WW satisfying c1(W)=0c_1(W)=0, we propose in this note two versions of symplectic Tate homology HT(W)\underrightarrow{H}\underleftarrow{T}(W) and HT(W)\underleftarrow{H}\underrightarrow{T}(W) which are related by a canonical map $κ\colon \underrightarrow{H}\underleftarrow{T}(W) \to \underleftarrow{H}\under…

2014-05-09abs ↗pdf ↗

Machine learning predicts Shafarevich-Tate group orders of elliptic curves.

problem Predicting the order of the Shafarevich-Tate group of elliptic curves.
method Train feed-forward neural network and regression models on elliptic curve invariants.
result Models achieve high accuracy (>0.9> 0.9) and predict orders not seen during training.

The paper connects Chern-Simons invariants to mixed Tate motives in hyperbolic 3-manifolds.

problem Understanding the relationship between Chern-Simons invariants and mixed Tate motives in hyperbolic 3-manifolds.
method Constructing a mixed Tate motive over the invariant trace field whose image equals the Chern-Simons invariant and complex volume.
result The mixed Hodge realization of the motive is a quotient of the path torsor of the augmented character variety.

From an operad C with an action of a group G, we construct new operads using the homotopy fixed point and orbit spectra. These new operads are shown to be equivalent when the generalized G-Tate cohomology of C is trivial. Applying this theory to the little disk operad C_2 (which is an S^1 operad) we obtain variations o…

2006-05-03abs ↗pdf ↗

The paper shows that certain geometric structures remain unchanged under specific twists.

problem The rational Beauville-Bogomolov-Fujiki lattices of related fibrations are similar.
method Analytic and étale topologies, Hodge structures, and degenerate twistor deformations.
result Isomorphisms of graded vector spaces and Hodge-similar lattices.

We show that, when considering the anisotropic scaling factors and their derivatives as affine variables, the coefficients of the heat kernel expansion of the Dirac-Laplacian on SU(2)SU(2) Bianchi IX metrics are algebro-geometric periods of motives of complements in affine spaces of unions of quadrics and hyperplanes. We …

2017-09-23abs ↗pdf ↗

Period domains, the classifying spaces for (pure, polarized) Hodge structures, and more generally Mumford-Tate domains, arise as open GRG_{\mathbb{R}}--orbits in flag varieties G/PG/P. We investigate Hodge--theoretic aspects of the geometry and representation theory associated with these flag varieties. In particular, w…

2014-07-16abs ↗pdf ↗

Diagonal linear networks converge to lasso regularization path during training.

problem Understanding the regularization behavior of diagonal linear networks.
method Analyzing the training trajectory of diagonal linear networks and comparing it to the lasso regularization path.
result The training trajectory of diagonal linear networks is closely related to the lasso regularization path.

We show that a basis of a semisimple Lie algebra of compact type, for which any diagonal left-invariant metric has a diagonal Ricci tensor, is characterized by the Lie algebraic condition of being "nice". Namely, the bracket of any two basis elements is a multiple of another basis element. This extends the work of Laur…

2019-12-29abs ↗pdf ↗

Study grid homology of diagonal knots, finding key terms related to prime factors and decompositions.

problem Determine grid homology of diagonal knots and compare them to other knot types.
method Use grid diagrams and combinatorial knot Floer homology to analyze diagonal knots.
result Grid homology detects the number of prime factors and decompositions of the knot into non-integer tangles.

Study on stability of non-diagonal Einstein metrics on specific homogeneous spaces.

problem Stability analysis of non-diagonal Einstein metrics on HimesH/ΔKH imes H/ΔK.
method Formula for scalar curvature, study of stability with Hilbert action.
result Non-diagonal Einstein metrics on MM are unstable with different coindexes.

We construct a spectral sequence converging to the Morava EE-theory of unordered configuration spaces and identify its E2^2-page as the homology of a Chevalley-Eilenberg-like complex for Hecke Lie algebras. Based on this, we compute the EE-theory of the weight pp summands of iterated loop spaces of spheres (paramet…

2019-08-29abs ↗pdf ↗

Adaptive gradient approaches that automatically adjust the learning rate on a per-feature basis have been very popular for training deep networks. This rich class of algorithms includes Adagrad, RMSprop, Adam, and recent extensions. All these algorithms have adopted diagonal matrix adaptation, due to the prohibitive co…

2019-05-26abs ↗pdf ↗

Analogues of Iwasawa invariants in the context of 3-dimensional topology have been studied by M.~Morishita and others. In this paper, following the dictionary of arithmetic topology, we formulate an analogue of Kida's formula on λλ-invariants in a pp-extension of Zp\mathbb{Z}_p-fields for 3-manifolds. The proof is gi…

2016-05-29abs ↗pdf ↗

Paper proposes ABDR for convex subspace clustering with adaptive block diagonal representation.

problem Subspace clustering with block diagonal structure for noisy data.
method ABDR explicitly pursues block diagonality without sacrificing convexity, using a specially designed convex regularizer.
result Experimental results show ABDR outperforms state-of-the-arts.

The approximate joint diagonalization of a set of matrices consists in finding a basis in which these matrices are as diagonal as possible. This problem naturally appears in several statistical learning tasks such as blind signal separation. We consider the diagonalization criterion studied in a seminal paper by Pham (…

2018-11-28abs ↗pdf ↗

We prove a number of convexity results for strata of the diagonal pants graph of a surface, in analogy with the extrinsic geometric properties of strata in the Weil-Petersson completion. As a consequence, we exhibit convex flat subgraphs of every possible rank inside the diagonal pants graph.

2011-11-04abs ↗pdf ↗

Classify projective subvarieties in Bogomolov-Guan manifolds using quasi-diagonals.

problem Classify projective subvarieties in non-Kahler holomorphically symplectic manifolds.
method Use quasi-diagonals to classify projective subvarieties.
result Prove that any projective subvariety belongs to a fiber of the Lagrangian fibration.

In this paper, we study deep diagonal circulant neural networks, that is deep neural networks in which weight matrices are the product of diagonal and circulant ones. Besides making a theoretical analysis of their expressivity, we introduced principled techniques for training these models: we devise an initialization s…

2019-01-29abs ↗pdf ↗

A generic degenerate Lagrangian system of even and odd variables on an arbitrary smooth manifold is examined in terms of the Grassmann-graded variational bicomplex. Its Euler-Lagrange operator obeys Noether identities which need not be independent, but satisfy first-stage Noether identities, and so on. However, non-tri…

2006-05-23abs ↗pdf ↗

The main purpose of this note is to prove that any basis of a nilpotent Lie algebra for which all diagonal left-invariant metrics have diagonal Ricci tensor necessarily produce quite a simple set of structural constants; namely, the bracket of any pair of elements of the basis must be a multiple of some of them and onl…

2011-10-18abs ↗pdf ↗