In this section, we focus on the integral of jump processes where the jumps arrive according to a Poisson process N=(Nt)t≥0 and the size of the i-th jump is given by the random variable Xi which are mutually independent. We then specialize to the ca…

Distributional properties -including Laplace transforms- of integrals of Markov processes received a lot of attention in the literature. In this pape…

This paper summarises a few selected topics discussed during Working Group 5 of the Deep Inelastic Scattering 2017 conference, Physics with Heavy Fla…

Recent years have seen a surge of interest in the analysis of complex networks, facilitated by the availability of relational data and the increasing…

A set of nonnegative matrices $\mathcal{M}=\{M_1, M_2, \ldots, M_k\}$ is called primitive if there exist indices $i_1, i_2, \ldots, i_m$ such that $M…

In this paper, we propose new lower and upper bounds on the linear extension complexity of regular $n$-gons. Our bounds are based on the equivalence …

The detection by Advanced LIGO/VIRGO of black hole mergers with large progenitor masses ranging up to 30 $M_\odot$ and one progenitor spin likely to …

We consider a state-dependent full-duplex relay channel with the state of the channel non-causally available at only the relay. In the framework of c…

Nonnegative Matrix Factorization (NMF) is a data analysis technique which allows compression and interpretation of nonnegative data. NMF became widel…

A bicolored rectangular family BRF is a collection of all axis-parallel rectangles contained in a given region Z of the plane formed by selecting a b…

Dark energy as a quintessence component causes a typical modification of the background cosmic expansion, which in addition to its clustering propert…

Assigning team labels to players in a sport game is not a trivial task when no prior is known about the visual appearance of each team. Our work buil…

We develop algorithms that find and track the optimal solution trajectory of time-varying convex optimization problems which consist of local and net…

The question of knowing whether the policy Iteration algorithm (PI) for solving Markov Decision Processes (MDPs) has exponential or (strongly) polyno…

The generalization ability of a neural network depends on the optimization procedure used for training it. For practitioners and theoreticians, it is…

The emergence and understanding of new design paradigms that exploit flow induced mechanical instabilities for propulsion or energy harvesting demand…

We introduce a new approach to evaluate the largest Lyapunov exponent of a family of nonnegative matrices. The method is based on using special posit…

Nonnegative Matrix Factorization consists in (approximately) factorizing a nonnegative data matrix by the product of two low-rank nonnegative matrice…

In Compressive Sensing theory and its applications, quantization of signal measurements, as integrated into any realistic sensing model, impacts the …

Context: Characterization of instrumental effects in astronomical imaging is important in order to extract accurate physical information from the obs…

Our work presents extensive empirical evidence that layer rotation, i.e. the evolution across training of the cosine distance between each layer's we…

By signing up you accept our content policy

Already have an account? Sign in

No a member yet? Create an account