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Filippo Maria Bianchi

Identifiers

  • name variant Filippo Maria Bianchi 0.60 · backfill

Papers (27)

  1. A Generalized Tikhonov Layer for Interpretable-by-design Graph Neural Networks cs.LG · 2026 · author #3
  2. Torch Geometric Pool: the PyTorch library for pooling in Graph Neural Networks cs.LG · 2025 · author #3
  3. Interpreting Temporal Graph Neural Networks with Koopman Theory cs.LG · 2024 · author #3
  4. Time series cluster kernels to exploit informative missingness and incomplete label information cs.LG · 2019 · author #3
  5. Noisy multi-label semi-supervised dimensionality reduction stat.ML · 2019 · author #3
  6. Learning representations for multivariate time series with missing data using Temporal Kernelized Autoencoders cs.NE · 2018 · author #1
  7. An Unsupervised Multivariate Time Series Kernel Approach for Identifying Patients with Surgical Site Infection from Blood Samples stat.ML · 2018 · author #3
  8. Time series kernel similarities for predicting Paroxysmal Atrial Fibrillation from ECGs cs.LG · 2018 · author #1
  9. A novel algorithm for online inexact string matching and its FPGA implementation cs.DC · 2017 · author #2
  10. Identifying user habits through data mining on call data records cs.DS · 2017 · author #1
  11. Classification of postoperative surgical site infections from blood measurements with missing data using recurrent neural networks cs.NE · 2017 · author #2
  12. Bidirectional deep-readout echo state networks cs.NE · 2017 · author #1
  13. Learning compressed representations of blood samples time series with missing data cs.NE · 2017 · author #1
  14. An overview and comparative analysis of Recurrent Neural Networks for Short Term Load Forecasting cs.NE · 2017 · author #1
  15. Time Series Cluster Kernel for Learning Similarities between Multivariate Time Series with Missing Data stat.ML · 2017 · author #2
  16. Local Short Term Electricity Load Forecasting: Automatic Approaches math.OC · 2017 · author #2
  17. Spectral Clustering using PCKID - A Probabilistic Cluster Kernel for Incomplete Data stat.ML · 2017 · author #2
  18. A clustering approach to heterogeneous change detection cs.CV · 2017 · author #5
  19. Deep Kernelized Autoencoders stat.ML · 2017 · author #3
  20. Temporal Overdrive Recurrent Neural Network cs.NE · 2017 · author #1
  21. Multiplex visibility graphs to investigate recurrent neural networks dynamics cs.NE · 2016 · author #1
  22. Training Echo State Networks with Regularization through Dimensionality Reduction cs.NE · 2016 · author #2
  23. Determination of the edge of criticality in echo state networks through Fisher information maximization physics.data-an · 2016 · author #2
  24. Investigating echo state networks dynamics by means of recurrence analysis physics.data-an · 2016 · author #1
  25. Position paper: a general framework for applying machine learning techniques in operating room cs.CY · 2015 · author #1
  26. Data-driven detrending of nonstationary fractal time series with echo state networks physics.data-an · 2015 · author #2
  27. An Agent-Based Algorithm exploiting Multiple Local Dissimilarities for Clusters Mining and Knowledge Discovery cs.LG · 2014 · author #1

Mentions

  • 1409.4988 #1 · backfill · confidence 0.70 Filippo Maria Bianchi
  • 2605.28578 #3 · arxiv_oai · confidence 0.70 Filippo Maria Bianchi

Frequent Coauthors