Sfoglia per SSD
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
Recursive Bayesian Estimation of Stochastic Rate Constants from Heterogeneous Cell Populations
2011-01-01 Zechner, C; Pelet, S; Peter, M; Koeppl, H
Redundant representations help generalization in wide neural networks
2022-01-01 Doimo, D.; Glielmo, A.; Goldt, S.; Laio, A.
Regularized variational bayesian learning of echo state networks with delay&sum readout
2012-01-01 Shutin, D.; Zechner, C.; Kulkarni, S. R.; Poor, H. V.
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.
Scalable inference of heterogeneous reaction kinetics from pooled single-cell recordings
2014-01-01 Zechner, C.; Unger, M.; Pelet, S.; Peter, M.; Koeppl, H.
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.
Selected-node stochastic simulation algorithm
2018-01-01 Duso, L.; Zechner, C.
Sensitivity estimation for stochastic models of biochemical reaction networks in the presence of extrinsic variability
2017-01-01 Ruess, J.; Koeppl, H.; Zechner, C.
SHARE-Topic: Bayesian interpretable modeling of single-cell multi-omic data
2024-01-01 Kazwini, Nour El; Sanguinetti, Guido
Shared antithetic integral control for dynamic cell populations
2021-01-01 Duso, L; Bianucci, T; Zechner, C
Smoothed model checking for uncertain Continuous-Time Markov Chains
2016-01-01 Bortolussi, L.; Milios, D.; Sanguinetti, G.
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