Paper proposes a new method to stabilize noisy gradient algorithms.
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RELTA-SGLD stabilizes nonconvex SGLD updates with a lighter taming scheme.
We give several versions of local and global inverse mapping theorem for tame non necessarily smooth, mappings. Here tame mapping means a mapping which is subanalytic or, more generally, definable in some o-minimal structure. Our sufficient conditions are formulated in terms of various properties (convexity, positivity…
Let be a local system on a smooth quasi projective variety over $\cnum$. We see that is semisimple if and only if there exists a tame pure imaginary pluri-harmonic metric on . Although it is a rather minor refinement of a result of Jost and Zuo, it is significant for the study of harmonic bundles and pure tw…
We construct compactifications of Riemannian locally symmetric spaces arising as quotients by Anosov representations. These compactifications are modeled on generalized Satake compactifications and, in certain cases, on maximal Satake compactifications. We deduce that these Riemannian locally symmetric spaces are topol…
Develops calculus for tamed Dirichlet spaces using measure theory.
New schemes improve error estimates for sampling from non-log-concave distributions.
Study shows range of simplicial volumes for open manifolds.
We establish a general slice theorem for the action of a locally convex Lie group on a locally convex manifold, which generalizes the classical slice theorem of Palais to infinite dimensions. We discuss two important settings under which the assumptions of this theorem are fulfilled. First, using Glöckner's inverse fun…
We prove that every compact complex surface with odd first Betti number admits a locally conformally symplectic -form which tames the underlying almost complex structure.
Combines techniques to remove tameness condition in Morse-Smale flows.
We study complex non-Kähler manifolds with Hermitian metrics being locally conformal to metrics with special cohomological properties. In particular, we provide examples where the existence of locally conformal holomorphic-tamed structures implies the existence of locally conformal Kähler metrics, too.
We show that symplectic forms taming complex structures on compact manifolds are related to special types of almost generalized Kähler structures. By considering the commutator of the two associated almost complex structures , we prove that if either the manifold is 4-dimensional or the distribution ${Im} …
A local Riemann-Hilbert correspondence for tame meromorphic connections on a curve compatible with a parahoric level structure will be established. Special cases include logarithmic connections on G-bundles and on parabolic G-bundles, where G is a complex reductive group. The corresponding Betti data involves pairs (M,…
Designing deterministic denominators for SGLD stabilizes large drifts.
We study the asymptotic behaviour of tame harmonic bundles. First of all, we prove a local freeness of the prolongation by an increasing order. Then we obtain the polarized mixed twistor structure. As one of the applications, we obtain the norm estimate of holomorphic or flat sections by weight filtrations of the monod…
We establish the correspondence between tame harmonic bundles and -stable parabolic Higgs bundles with trivial characteristic numbers. We also show the Bogomolov-Gieseker type inequality for -stable parabolic Higgs bundles. Then we show that any local system on a smooth quasi projective variety can be deforme…
Let be a polynomial dominant mapping with . In this paper we give the relations between the bifurcation set of and the set of values where is not M-tame as well as the set of generalized critical values of . We also construct explicitly a proper su…
We introduce the new class of submanifolds of co-Banach type in tame Fréchet manifolds and construct tame Fréchet submanifolds as inverse images of regular values of certain tame maps. Our method furnishes an easy way to construct tame Fréchet manifolds. The results presented are key ingredients in the construction of …
New formulae connect topological and geometric properties of singular spaces.
Paper characterizes tamed and weakened tamed four-manifolds using a new technique.
The tame flows are ``nice'' flows on ``nice'' spaces. The nice (tame) sets are the pfaffian sets introduced by Khovanski, and a flow on pfaffian set is tame if the graph of is a pfaffian subset of . Any compact tame set admits plenty tame flows. We prove …
Deep learning models viewed through tame geometry for convergence guarantees.
We review the properties of the Morse-Novikov cohomology and compute it for all known compact complex surfaces with locally conformally Kähler metrics. We present explicit computations for the Inoue surfaces , , and classify the locally conformally Kähler (and the tamed loc…
We prove an equivariant version of the local splitting theorem for tame Poisson structures and Poisson actions of compact Lie groups. As a consequence, we obtain an equivariant linearization result for Poisson structures whose transverse structure has semisimple linear part of compact type.
The study confirms Gromov's speculation and provides bounds for taming symplectic structures.
Solenoids are ``inverse limits'' of the circle, and the classical knot theory is the theory of tame embeddings of the circle into the 3-space. We give some general study, including certain classification results, of tame embeddings of solenoids into the 3-space as the ``inverse limits'' of the tame embeddings of the ci…
We consider pairs (X,Y) where X is a compact, locally CAT(-1) space, and Y is a totally geodesic subspace. The inclusion induces an embedding of the boundaries at infinity of the universal covers; we focus on the case where these are spheres whose dimensions differ by 2. We show that if the embedding is tame, then it i…
We prove that the group STame() of special tame automorphisms of the affine 3-space is not simple, over any base field of characteristic zero. Our proof is based on the study of the geometry of a 2-dimensional simply-connected simplicial complex C on which the tame automorphism group acts naturally. We prove that …
A closed discrete subset is called tame if is quasiconformally equivalent to . By giving several criteria for to be tame, we shall show that is not tame.
Positivity of intersections in 4-manifolds leads to taming symplectic structures.
Whitehead doubles have matching meridional rank and bridge number.
We introduce and study a "desingularization" of a Lie groupoid along an "-tame" submanifold of the space of units . An -tame submanifold is one that has, by definition, a tubular neighborhood on which becomes a thick pull-back Lie algebroid. The construction of the desingular…
Study on Lee classes of complex surfaces, proving connectedness and bounds.
Every countable compact subset of sphere is tame.
Four-dimensional, oriented Lie algebras which satisfy the tame-compatible question of Donaldson for all almost complex structures on are completely described. As a consequence, examples are given of (non-unimodular) four-dimensional Lie algebras with almost complex structures which are…
In this paper we show that a complete and non-compact surface immersed in the Euclidean space with quadratic extrinsic area growth has finite total curvature provided the surface has tamed second fundamental form and admits total curvature. In such a case we obtain as well a generalized Chern-Osserman inequality. In th…
This paper shows how path spaces on two-level manifolds can be Hilbert manifold structures.
We classify Veech groups of tame non-compact flat surfaces. In particular we prove that all countable subgroups of avoiding the set of mappings of norm less than 1 appear as Veech groups of tame non-compact flat surfaces which are Loch Ness monsters. Conversely, a Veech group of any tame flat surf…
Symplectic forms taming complex structures on compact manifolds are strictly related to Hermitian metrics having the fundamental form -closed, i.e. to strong Kähler with torsion () metrics. It is still an open problem to exhibit a compact example of a complex manifold having a tamed …
New algorithm tames non-linear growth in stochastic optimization.
Characterizes and analyzes the large scale geometry of big mapping class groups of surfaces.
We study the existence of strong Kähler with torsion (SKT) metrics and of symplectic forms taming invariant complex structures on solvmanifolds providing some negative results for some classes of solvmanifolds. In particular, we show that if either is invariant under the action of a nilpotent complement o…
In this short note, we give a new proof of a theorem of Arezzo-Tian on the existence of smooth geodesic rays tamed by a special degeneration.
We study Nakai-Moishezon type question and Donaldson's "tamed to compatible" question for almost complex structures on rational four manifolds. By extending Taubes' subvarieties--current--form technique to nef genus classes, we give affirmative answers of these two questions for all tamed almost complex structu…
We show that a complete submanifold with tamed second fundamental form in a complete Riemannian manifold with sectional curvature are proper, (compact if is compact). In addition, if is Hadamard then has finite topology. We also show that the fundamental tone is an obstruction fo…
We study the large-scale geometry of mapping class groups of surfaces of infinite type, using the framework of Rosendal for coarse geometry of non locally compact groups. We give a complete classification of those surfaces whose mapping class groups have local coarse boundedness (the analog of local compactness). When …
We introduce a new technique for finding CAT(-1) surfaces in hyperbolic 3-manifolds. We use this to show that a complete hyperbolic 3-manifold with finitely generated fundamental group is geometrically and topologically tame.