User profiles for Marco Fraccaro

Marco Fraccaro

Technical University of Denmark
Verified email at dtu.dk
Cited by 1473

Sequential neural models with stochastic layers

M Fraccaro, SK Sønderby, U Paquet… - Advances in neural …, 2016 - proceedings.neurips.cc
How can we efficiently propagate uncertainty in a latent state representation with recurrent
neural networks? This paper introduces stochastic recurrent neural networks which glue a …

A disentangled recognition and nonlinear dynamics model for unsupervised learning

M Fraccaro, S Kamronn, U Paquet… - Advances in neural …, 2017 - proceedings.neurips.cc
This paper takes a step towards temporal reasoning in a dynamically changing video, not in
the pixel space that constitutes its frames, but in a latent space that describes the non-linear …

Biva: A very deep hierarchy of latent variables for generative modeling

L Maaløe, M Fraccaro, V Liévin… - Advances in neural …, 2019 - proceedings.neurips.cc
With the introduction of the variational autoencoder (VAE), probabilistic latent variable
models have received renewed attention as powerful generative models. However, their …

The “Cat Eye syndrome”: Dicentric small marker chromosome probably derived from a No. 22 (Tetrasomy 22pter→ q11) associated with a characteristic phenotype …

A Schinzel, W Schmid, M Fraccaro, L Tiepolo… - Human genetics, 1981 - Springer
Eleven patients with the so-called Cat Eye syndrome are reported including a more detailed
description of the original cases reported by Schnid and Fraccaro. All cases had, in addition …

A deep learning approach to adherence detection for type 2 diabetics

…, H Bengtsson, M Fraccaro… - 2017 39th Annual …, 2017 - ieeexplore.ieee.org
Diabetes has become one of the biggest health problems in the world. In this context, adherence
to insulin treatment is essential in order to avoid life-threatening complications. In this …

Machine learning meets mathematical optimization to predict the optimal production of offshore wind parks

M Fischetti, M Fraccaro - Computers & Operations Research, 2019 - Elsevier
In this paper we propose a combination of Mathematical Optimization and Machine Learning
to estimate the value of optimized solutions. In particular, we investigate if a machine, …

[HTML][HTML] The added effect of artificial intelligence on physicians' performance in detecting thoracic pathologies on CT and chest X-ray: A systematic review

D Li, LM Pehrson, CA Lauridsen, L Tøttrup, M Fraccaro… - Diagnostics, 2021 - mdpi.com
Our systematic review investigated the additional effect of artificial intelligence-based
devices on human observers when diagnosing and/or detecting thoracic pathologies using …

Homozygous and compound heterozygous mutations at the Werner syndrome locus

…, MAC Smith, MI Melaragno, M Fraccaro… - Human molecular …, 1996 - academic.oup.com
The Werner syndrome (WS) is a rare autosomal recessive progeroid disorder. The Werner
syndrome gene (WRN) has recently been identified as a member of the helicase family. Four …

A deletion map of the human Yq11 region: implications for the evolution of the Y chromosome and tentative mapping of a locus involved in spermatogenesis

…, A Ballabio, P Simi, P Cavalli, MG Grimoldi, M Fraccaro… - Genomics, 1991 - Elsevier
A deletion map of Yq11 has been constructed by analyzing 23 individuals bearing structural
abnormalities (isochromosomes, terminal deletions and X;Y, Y;X, or A;Y translocations) in …

Chromosomes in coloboma and anal atresia

G Schachenmann, W Schmid, M Fraccaro, A Mannini… - The Lancet, 1965 - zora.uzh.ch
SIR, -The association of coloboma with anal atresia was described in 1878 by Haab.1 We
have been studying the chromosomes of 3 cases of this syndrome, independently ascertained …