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Giovanni Montana

Identifiers

  • name variant Giovanni Montana 0.60 · backfill

Papers (52)

  1. Spectral Multi-scale Community Detection in Temporal Networks with an Application physics.soc-ph · 2019 · author #2
  2. Multi-agent Deep Reinforcement Learning with Extremely Noisy Observations cs.LG · 2018 · author #2
  3. A Generative Adversarial Model for Right Ventricle Segmentation cs.CV · 2018 · author #4
  4. Automated segmentation on the entire cardiac cycle using a deep learning work-flow cs.CV · 2018 · author #4
  5. V-FCNN: Volumetric Fully Convolution Neural Network For Automatic Atrial Segmentation stat.ML · 2018 · author #2
  6. Longitudinal detection of radiological abnormalities with time-modulated LSTM stat.ML · 2018 · author #3
  7. Temporal Convolution Networks for Real-Time Abdominal Fetal Aorta Analysis with Ultrasound cs.CV · 2018 · author #6
  8. Deep metric learning for multi-labelled radiographs stat.ML · 2017 · author #2
  9. Learning to detect chest radiographs containing lung nodules using visual attention networks stat.ML · 2017 · author #6
  10. Multi-scale Community Detection in Temporal Networks Using Spectral Graph Wavelets stat.ME · 2017 · author #2
  11. Random Forest regression for manifold-valued responses stat.ML · 2017 · author #2
  12. Learning what to look in chest X-rays with a recurrent visual attention model stat.ML · 2017 · author #2
  13. Predicting brain age with deep learning from raw imaging data results in a reliable and heritable biomarker stat.ML · 2016 · author #7
  14. Adaptive regularization for Lasso models in the context of non-stationary data streams stat.ML · 2016 · author #3
  15. Exploring brain transcriptomic patterns: a topological analysis using spatial expression networks q-bio.NC · 2016 · author #3
  16. Recurrent Convolutional Networks for Pulmonary Nodule Detection in CT Imaging stat.ML · 2016 · author #2
  17. Modelling Radiological Language with Bidirectional Long Short-Term Memory Networks cs.CL · 2016 · author #4
  18. Heritability maps of human face morphology through large-scale automated three-dimensional phenotyping stat.AP · 2016 · author #4
  19. Recurrent Fully Convolutional Neural Networks for Multi-slice MRI Cardiac Segmentation stat.ML · 2016 · author #3
  20. Studying the brain from adolescence to adulthood through sparse multi-view matrix factorisations stat.AP · 2016 · author #4
  21. Towards tailoring non-invasive brain stimulation using real-time fMRI and Bayesian optimization q-bio.NC · 2016 · author #8
  22. Text-mining the NeuroSynth corpus using Deep Boltzmann Machines cs.LG · 2016 · author #5
  23. Classifying HCP Task-fMRI Networks Using Heat Kernels q-bio.NC · 2016 · author #4
  24. Learning population and subject-specific brain connectivity networks via Mixed Neighborhood Selection stat.ML · 2015 · author #3
  25. Stopping criteria for boosting automatic experimental design using real-time fMRI with Bayesian optimization q-bio.NC · 2015 · author #7
  26. Streaming regularization parameter selection via stochastic gradient descent stat.ML · 2015 · author #5
  27. Community detection in multiplex networks using locally adaptive random walks cs.SI · 2015 · author #2
  28. Graph embeddings of dynamic functional connectivity reveal discriminative patterns of task engagement in HCP data stat.AP · 2015 · author #6
  29. Differential analysis of biological networks stat.ME · 2015 · author #3
  30. The Automatic Neuroscientist: automated experimental design with real-time fMRI q-bio.NC · 2015 · author #6
  31. Sparse multi-view matrix factorisation: a multivariate approach to multiple tissue comparisons stat.ML · 2015 · author #3
  32. Predicting Alzheimer's disease: a neuroimaging study with 3D convolutional neural networks cs.CV · 2015 · author #2
  33. Deep Neural Networks for Anatomical Brain Segmentation cs.CV · 2015 · author #2
  34. Measuring the functional connectome "on-the-fly": towards a new control signal for fMRI-based brain-computer interfaces stat.ML · 2015 · author #5
  35. Estimating Time-varying Brain Connectivity Networks from Functional MRI Time Series stat.ML · 2013 · author #6
  36. Random Forests on Distance Matrices for Imaging Genetics Studies stat.ML · 2013 · author #3
  37. A Distance-Based Test of Association Between Paired Heterogeneous Genomic Data stat.ME · 2013 · author #3
  38. Longitudinal analysis of gene expression profiles using functional mixed-effects models stat.AP · 2013 · author #4
  39. A PRESS statistic for two-block partial least squares regression stat.ME · 2013 · author #2
  40. A Bayesian Mixture of Lasso Regressions with t-Errors stat.AP · 2012 · author #3
  41. Distance-based analysis of variance: approximate inference and an application to genome-wide association studies stat.ME · 2012 · author #2
  42. Identification of gene pathways implicated in Alzheimer's disease using longitudinal imaging phenotypes with sparse regression stat.AP · 2012 · author #5
  43. Subspace clustering of high-dimensional data: a predictive approach stat.ML · 2012 · author #2
  44. Multi-view predictive partitioning in high dimensions stat.ML · 2012 · author #2
  45. Fast Identification of Biological Pathways Associated with a Quantitative Trait Using Group Lasso with Overlaps stat.ME · 2012 · author #2
  46. Robust model-based clustering with gene ranking stat.ME · 2012 · author #3
  47. Functional modelling of microarray time series with covariate curves stat.ME · 2011 · author #2
  48. A Skew-t-Normal Multi-Level Reduced-Rank Functional PCA Model with Applications to Replicated `Omics Time Series Data Sets stat.ME · 2011 · author #2
  49. Sparse partial least squares for on-line variable selection in multivariate data streams stat.ML · 2009 · author #2
  50. Dynamic modeling of mean-reverting spreads for statistical arbitrage q-fin.ST · 2008 · author #2
  51. Flexible least squares for temporal data mining and statistical arbitrage q-fin.ST · 2007 · author #1
  52. Fast estimation of multivariate stochastic volatility q-fin.ST · 2007 · author #2

Mentions

  • 1503.01291 #3 · backfill · confidence 0.70 Giovanni Montana
  • 1502.02506 #2 · backfill · confidence 0.70 Giovanni Montana
  • 1502.02445 #2 · backfill · confidence 0.70 Giovanni Montana
  • 1502.02309 #5 · backfill · confidence 0.70 Giovanni Montana
  • 1310.3863 #6 · backfill · confidence 0.70 Giovanni Montana
  • 1309.6158 #3 · backfill · confidence 0.70 Giovanni Montana
  • 1303.7002 #3 · backfill · confidence 0.70 Giovanni Montana
  • 1302.5857 #4 · backfill · confidence 0.70 Giovanni Montana
  • 1302.5856 #2 · backfill · confidence 0.70 Giovanni Montana
  • 1205.4955 #3 · backfill · confidence 0.70 Giovanni Montana
  • 1205.2417 #2 · backfill · confidence 0.70 Giovanni Montana
  • 1204.1937 #5 · backfill · confidence 0.70 Giovanni Montana
  • 1203.1065 #2 · backfill · confidence 0.70 Giovanni Montana
  • 1202.0825 #2 · backfill · confidence 0.70 Giovanni Montana
  • 1201.5745 #2 · backfill · confidence 0.70 Giovanni Montana
  • 1201.5687 #3 · backfill · confidence 0.70 Giovanni Montana
  • 1112.1869 #2 · backfill · confidence 0.70 Giovanni Montana
  • 1112.0152 #2 · backfill · confidence 0.70 Giovanni Montana
  • 0902.1323 #2 · backfill · confidence 0.70 Giovanni Montana
  • 0808.1710 #2 · backfill · confidence 0.70 Giovanni Montana
  • 0709.3884 #1 · backfill · confidence 0.70 Giovanni Montana
  • 0708.4376 #2 · backfill · confidence 0.70 Giovanni Montana

Frequent Coauthors