Publications related to Probability distribution

Contributions to Modelling Extremes of Spatial Data

The increasing interest in using statistical extreme value theory to analyse environmental data is mainly driven by the large impact extreme events can have. A difficulty with spatial data is that most existing inference methods for asymptotically justifie ...

EPFL2017

A general framework for routing problems with stochastic demands

Michel Bierlaire, Sacha Varone, Mohammad Yousef Maknoon, Iliya Dimitrov Markov

We introduce a unified modeling and solution framework for various classes of rich vehicle and inventory routing problems as well as other probability-based routing problems with a time-horizon dimension. Demand is assumed to be stochastic and non-stationa ...

2017

Unsupervised Change Detection in Satellite Images using Oversegmentation and Mutual Information

Bahar Taskesen, Beril Besbinar

In this paper, a novel solution to the problem of unsupervised change detection in bitemporal satellite images is presented. Information measures, which are well-known and commonly-used in the change detection literature, result in unsharp change maps and ...

Ieee2017

Discrete least-squares approximations over optimized downward closed polynomial spaces in arbitrary dimension

Fabio Nobile, Giovanni Migliorati

We analyze the accuracy of the discrete least-squares approximation of a function

u

in multivariate polynomial spaces

P_\Lambda:=span\{y\mapsto y^\nu \,: \, \nu\in \Lambda\}

with

\Lambda\subset N_0^d

over the domain

\Gamma:=[-1,1]^d

, based on the s ...

2017

No Evidence for Association of beta-Defensin Genomic Copy Number with HIV Susceptibility, HIV Load during Clinical Latency, or Progression to AIDS

Jacques Fellay

Common single-nucleotide variation in the host accounts for 25% of the variability in the plasma levels of HIV during the clinical latency stage (viral load set point). However, the role of rare variants and copy number variants remains relatively unexplor ...

Wiley-Blackwell2017

Dynamic impedance spectroscopy using dynamic multi-frequency analysis: A theoretical and experimental investigation

Alberto Battistel

Dynamic impedance spectroscopy is a powerful tool to investigate the temporal development of reaction kinetics in electrochemical systems, where the reactive species may undergo irreversible changes during the measurement. In this work we redefined dynamic ...

Elsevier2017

Blind detection of polar codes

Andreas Peter Burg, Alexios Konstantinos Balatsoukas Stimming, Pascal Giard

Polar codes were recently chosen to protect the control channel information in the next-generation mobile communication standard (5G) defined by the 3GPP. As a result, receivers will have to implement blind detection of polar coded frames in order to keep ...

2017

On the Limits of Precision Glass Molding for Diffractive Optical Elements

Karin Prater

Diffractive optical elements (DOEs) consist of surface reliefs with dimensions in the micrometer range and nanometer precision. Two technologies dominate: Elements replicated in plastic and directly microfabricated elements in fused silica. Plastic DOEs ar ...

EPFL2017

Polarization of the Renyi Information Dimension With Applications to Compressed Sensing

Emmanuel Abbé, Saeid Haghighatshoar

In this paper, we show that the Hadamard matrix acts as an extractor over the reals of the Renyi Information Dimension (RID), in an analogous way to how it acts as an extractor of the discrete entropy over finite fields. More precisely, we prove that the R ...

Ieee-Inst Electrical Electronics Engineers Inc2017

Nanocapillaries combined with optical tweezers as a single molecule technique for studying DNA-protein complexes

Roman Bulushev

Interactions of proteins with DNA are essential for carrying out DNA's biological functions and performing a cellular cycle. Such processes as DNA replication, expression and repair are performed by an organised action of various proteins. To better unders ...

EPFL2017

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Contributions to Modelling Extremes of Spatial Data

A general framework for routing problems with stochastic demands

Unsupervised Change Detection in Satellite Images using Oversegmentation and Mutual Information

Discrete least-squares approximations over optimized downward closed polynomial spaces in arbitrary dimension

No Evidence for Association of beta-Defensin Genomic Copy Number with HIV Susceptibility, HIV Load during Clinical Latency, or Progression to AIDS

Dynamic impedance spectroscopy using dynamic multi-frequency analysis: A theoretical and experimental investigation

Blind detection of polar codes

On the Limits of Precision Glass Molding for Diffractive Optical Elements

Polarization of the Renyi Information Dimension With Applications to Compressed Sensing

Nanocapillaries combined with optical tweezers as a single molecule technique for studying DNA-protein complexes

Dynamic impedance spectroscopy using dynamic multi-frequency analysis: A theoretical and experimental investigation

Polarization of the Renyi Information Dimension With Applications to Compressed Sensing

No Evidence for Association of beta-Defensin Genomic Copy Number with HIV Susceptibility, HIV Load during Clinical Latency, or Progression to AIDS

Nanocapillaries combined with optical tweezers as a single molecule technique for studying DNA-protein complexes

Contributions to Modelling Extremes of Spatial Data

Unsupervised Change Detection in Satellite Images using Oversegmentation and Mutual Information

Discrete least-squares approximations over optimized downward closed polynomial spaces in arbitrary dimension

Blind detection of polar codes

A general framework for routing problems with stochastic demands

On the Limits of Precision Glass Molding for Diffractive Optical Elements