User profiles for Marco Fraccaro
Marco FraccaroTechnical 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 …
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 …
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
With the introduction of the variational autoencoder (VAE), probabilistic latent variable
models have received renewed attention as powerful generative models. However, their …
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 …
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 …
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, …
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 …
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 …
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 …
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 …
have been studying the chromosomes of 3 cases of this syndrome, independently ascertained …