Sfoglia per SSD Settore FIS/07 - Fisica Applicata(Beni Culturali, Ambientali, Biol.e Medicin)
Quantifying lottery tickets under label noise: accuracy, calibration, and complexity
2023-01-01 Arora, Viplove; Irto, Daniele; Goldt, Sebastian; Sanguinetti, Guido
Quantitative analysis questions the role of MeCP2 as a global regulator of alternative splicing
2020-01-01 Chhatbar, K.; Cholewa-Waclaw, J.; Shah, R.; Bird, A.; Sanguinetti, G.
Reconstruction and segmentation from sparse sequential X-ray measurements of wood logs
2023-01-01 Springer, Sebastian; Glielmo, Aldo; Senchukova, Angelina; Kauppi, Tomi; Suuronen, Jarkko; Roininen, Lassi; Haario, Heikki; Hauptmann, Andreas
Redundant representations help generalization in wide neural networks
2022-01-01 Doimo, D.; Glielmo, A.; Goldt, S.; Laio, A.
Representation mitosis in wide neural networks
2021-01-01 Doimo, Diego; Glielmo, Aldo; Goldt, Sebastian Dominik; Laio, Alessandro
Resilience of Bayesian Layer-Wise Explanations under Adversarial Attacks
2022-01-01 Carbone, G.; Bortolussi, L.; Sanguinetti, G.
Robust parameter estimation of chaotic systems
2019-01-01 Springer, S.; Haario, H.; Shemyakin, V.; Kalachev, L.; Shchepakin, D.
Robust statistical modeling improves sensitivity of high-throughput RNA structure probing experiments
2017-01-01 Selega, A.; Sirocchi, C.; Iosub, I.; Granneman, S.; Sanguinetti, G.
Role of the potential landscape on the single-file diffusion through channels
2014-01-01 Goldt, S. D.; Terentjev, E. M.
scMET: Bayesian modeling of DNA methylation heterogeneity at single-cell resolution
2021-01-01 Kapourani, Chantriolnt-Andreas; Argelaguet, Ricard; Sanguinetti, Guido; Vallejos, Catalina
scNMT-seq enables joint profiling of chromatin accessibility DNA methylation and transcription in single cells
2018-01-01 Clark, Sj; Argelaguet, R; Kapourani, Ca; Stubbs, Tm; Lee, Hj; Alda-Catalinas, C; Krueger, F; Sanguinetti, G; Kelsey, G; Marioni, Jc; Stegle, O; Reik, W
SCRaPL: A Bayesian hierarchical framework for detecting technical associates in single cell multiomics data
2022-01-01 Maniatis, C.; Vallejos, C. A.; Sanguinetti, G.
SHARE-Topic: Bayesian interpretable modeling of single-cell multi-omic data
2024-01-01 Kazwini, Nour El; Sanguinetti, Guido
Smoothed model checking for uncertain Continuous-Time Markov Chains
2016-01-01 Bortolussi, L.; Milios, D.; Sanguinetti, G.
Space, time and memory in the medial temporal lobe
2020-11-23 Spalla, Davide
Spectral and deep learning approaches to Hi-C data analysis
2021-10-25 Franzini, Stefano
Static and dynamic properties of knotted biopolymers: from bulk to nanochannels and nanopores
2017-10-18 Suma, Antonio
Statistical abstraction for multi-scale spatio-temporal systems
2019-01-01 Michaelides, M.; Hillston, J.; Sanguinetti, G.
Statistical mechanics of spin systems on diluted random structures
2002-10-17 Leone, Michele
Statistical modeling of isoform splicing dynamics from RNA-seq time series data
2016-01-01 Huang, Y.; Sanguinetti, G.
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