12:00
Sard properties for polynomial maps in infinite dimension
Abstract
Sard’s theorem asserts that the set of critical values of a smooth map from one Euclidean space to another one has measure zero. A version of this result for infinite-dimensional Banach manifolds was proven by Smale for maps with Fredholm differential. However, when the domain is infinite dimensional and the range is finite dimensional, the result is not true – even under the assumption that the map is “polynomial” – and a general theory is still lacking. In this seminar, I will provide sharp quantitative criteria for the validity of Sard’s theorem in this setting, obtained combining a functional analysis approach with new tools in semialgebraic geometry. As an application, I will present new results on the Sard conjecture in sub-Riemannian geometry. Based on a joint work with A. Lerario and L. Rizzi.
12:00
Non-commutative derived geometry
Abstract
I will describe a non-commutative version of the Zariski topology and explain how to use it to produce a functorial spectrum for all derived rings. If time permits I will give some examples and show how a weak form of Gelfand duality for non-commutative rings can be deduced from this. This work is in collaboration with Simone Murro and Matteo Capoferri.
14:00
A geometric approach to Nichols algebras and their approximations
Abstract
Nichols algebras, also known as small shuffle algebras, are a family of graded bialgebras including the symmetric algebras, the exterior algebras, the positive parts of quantized enveloping algebras, and, conjecturally, Fomin-Kirillov algebras. As the case of Fomin-Kirillov algebra shows, it can be very
difficult to determine the maximum degree of a minimal generating set of relations of a Nichols algebra.
Building upon Kapranov and Schechtman’s equivalence between the category of perverse sheaves on Sym(C) and the category of graded connected bialgebras, we describe the geometric counterpart of the maximum degree of a generating set of relations of a graded connected bialgebra, and we show how this specialises to the case o Nichols algebras.
The talk is based on joint work with Francesco Esposito and Lleonard Rubio y Degrassi.
15:30
Analyzing the Error in Score-Based Generative Models: A Stochastic Control Approach
Abstract
Score-based generative models (SGMs), which include diffusion models and flow matching, have had a transformative impact on the field of generative modeling. In a nutshell, the key idea is that by taking the time-reversal of a forward ergodic diffusion process initiated at the data distribution, one can "generate data from noise." In practice, SGMs learn an approximation of the score function of the forward process and employ it to construct an Euler scheme for its time reversal.
In this talk, I will present the main ideas of a general strategy that combines insights from stochastic control and entropic optimal transport to bound the error in SGMs. That is, to bound the distance between the algorithm's output and the target distribution. A nice feature of this approach is its robustness: indeed, it can be used to analyse SGMs built upon noising dynamics that are different from the Ornstein-Uhlenbeck process . As an example, I will illustrate how to obtain error bounds for SGMs on the hypercube.
Complex representations of finite group of Lie type - inductive methods
Abstract
Finite groups of Lie type arise as the rational point over a finite field of a reductive linear algebraic group.
A standard technique to gain knowledge about representations of these groups and to classify them consist in detecting a suitable family of subgroups and building representations of the group by induction starting from the ones of the subgroups. The "classical" instance of this general idea Is the so called "Harish-Chandra theory", that is the study of representations by exploiting parabolic induction from Levi subgroups. Toward the end of last century, Deligne and Lusztig developed an enhancement of this theory, constructing a new induction that allows to keep track of "twisted" object.
My aim is to give an overview of some of the constructions involved and of the main results in these theories.
14:00
Bornological and condensed mathematics
Abstract
I will explain how bornological and condensed structures can both be described as algebraic theories. I will also show how this permits the construction of functors between bornological and condensed structures. If time permits I will also briefly describe how to compare condensed derived geometry and bornological derived geometry and sketch how they relate to analytic geometry and Arakelov geometry
Mathematical Control Theory
Please enrol at Doctoral Program page of the Dept. of Mathematics "T. Levi-Civita" of the University of Padova and select Prof. Rampazzo’s courses. Students are warmly invited to enrol via the link and Prof. Rampazzo will communicate with enrolled students prior to and during the lectures.
Abstract
Prof. Franco Rampazzo ‘Mathematical Control Theory’ (Department of Mathematics of the University of Padova, as part of Oxford Padova connection) TT 2021
Aimed at: Any DPhil students with interest in learning about Mathematical Control Theory
Course Length: 24 hours total (to be in English)
Dates and Times: starts 2 March 2021
Lie brackets for non-smooth vector fields
Abstract
For a given vector field $h$ on a manifold $M$ and an initial point $x \in M$, let $t \mapsto \exp th(x)$ denote the solution to the Cauchy problem $y' = h(y)$, $y(0) = x$. Given two vector fields $f$, $g$, the flows $\exp(tf)$, $\exp(tg)$ in general are not commutative. That is, it may happen that, for some initial point $x$,
$$\exp(-tg) \circ \exp(-tf) \circ \exp(tg) \circ \exp(tf) (x) ≠ x,$$
for small times $t ≠ 0$.
As is well-known, the Lie bracket $[f,g] := Dg \cdot f - Df \cdot g$ measures the local non-commutativity of the flows. Indeed, one has (on any coordinate chart)
$$\exp(-tg) \circ \exp(-tf) \circ \exp(tg) \circ \exp(tf) (x) - x = t^2 [f,g](x) + o(t^2)$$
The non-commutativity of vector fields lies at the basis of many nonlinear issues, like propagation of maxima for solutions of degenerate elliptic PDEs, controllability sufficient conditions in Nonlinear Control Theory, and higher order necessary conditions for optimal controls. The fundamental results concerning commutativity (e.g. Rashevski-Chow's Theorem, also known as Hörmander's full rank condition, or Frobenius Theorem) assume that the vector fields are smooth enough for the involved iterated Lie brackets to be well defined and continuous: for instance, if the bracket $[f,[g,h]]$ is to be used, one posits $g,h \in C^2$ and $f \in C^{1..}$.
We propose a notion of (set-valued) Lie bracket (see [1]-[3]), through which we are able to extend some of the mentioned fundamental results to families of vector fields whose iterated brackets are just measurable and defined almost everywhere.
References.
[1] Rampazzo, F. and Sussmann, H., Set-valued differentials and a nonsmooth version of Chow’s Theorem (2001), Proceedings of the 40th IEEE Conference on Decision and Control, Orlando, Florida, 2001 (IEEE Publications, New York), pp. 2613-2618.
[2] Rampazzo F. and Sussmann, H.J., Commutators of flow maps of nonsmooth vector fields (2007), Journal of Differential Equations, 232, pp. 134-175.
[3] Feleqi, E. and Rampazzo, F., Iterated Lie brackets for nonsmooth vector fields (2017), Nonlinear Differential Equations and Applications NoDEA, 24-6.
On quantitative compactness estimates for hyperbolic conservation laws and Hamilton-Jacobi equations
Abstract
Inspired by a question posed by Lax, in recent years it has received an increasing attention the study of quantitative compactness estimates for the solution operator $S_t$, $t>0$ that associates to every given initial data $u_0$ the corresponding solution $S_t u_0$ of a conservation law or of a first order Hamilton-Jacobi equation. Estimates of this type play a central roles in various areas of information theory and statistics as well as of ergodic and learning theory. In the present setting, this concept could provide a measure of the order of ``resolution'' of a numerical method for the corresponding equation. In this talk we shall first review the results obtained in collaboration with O. Glass and K.T. Nguyen, concerning the compactness estimates for solutions to conservation laws. Next, we shall turn to the analysis of the Hamilton-Jacobi equation pursued in collaboration with P. Cannarsa and K.T.~Nguyen.