עקוב אחר
Maurizio Filippone
Maurizio Filippone
Associate Professor - Statistics Program, KAUST
כתובת אימייל מאומתת בדומיין kaust.edu.sa - דף הבית
כותרת
צוטט על ידי
צוטט על ידי
שנה
A survey of kernel and spectral methods for clustering‏
M Filippone, F Camastra, F Masulli, S Rovetta‏
Pattern recognition 41 (1), 176-190, 2008‏
11122008
A comparative evaluation of outlier detection algorithms: Experiments and analyses‏
R Domingues, M Filippone, P Michiardi, J Zouaoui‏
Pattern recognition 74, 406-421, 2018‏
5542018
Random feature expansions for deep Gaussian processes‏
K Cutajar, EV Bonilla, P Michiardi, M Filippone‏
Proceedings of the 35th International Conference on Machine Learning 70, 884 …, 2017‏
1882017
MCMC for variationally sparse Gaussian processes‏
J Hensman, AG Matthews, M Filippone, Z Ghahramani‏
Advances in neural information processing systems 28, 2015‏
1702015
Aggregation algorithm towards large-scale Boolean network analysis‏
Y Zhao, J Kim, M Filippone‏
IEEE Transactions on Automatic Control 58 (8), 1976-1985, 2013‏
1582013
ODE parameter inference using adaptive gradient matching with Gaussian processes‏
F Dondelinger, D Husmeier, S Rogers, M Filippone‏
Artificial intelligence and statistics, 216-228, 2013‏
1562013
Probabilistic disease progression modeling to characterize diagnostic uncertainty: application to staging and prediction in Alzheimer's disease‏
M Lorenzi, M Filippone, GB Frisoni, DC Alexander, S Ourselin, ...‏
NeuroImage 190, 56-68, 2019‏
1342019
Monte Carlo strength evaluation: Fast and reliable password checking‏
M Dell'Amico, M Filippone‏
Proceedings of the 22nd ACM SIGSAC conference on computer and communications …, 2015‏
1212015
Decoding post-stroke motor function from structural brain imaging‏
JM Rondina, M Filippone, M Girolami, NS Ward‏
NeuroImage: Clinical 12, 372-380, 2016‏
1052016
Dirichlet-based gaussian processes for large-scale calibrated classification‏
D Milios, R Camoriano, P Michiardi, L Rosasco, M Filippone‏
Advances in Neural Information Processing Systems 31, 2018‏
972018
Preconditioning kernel matrices‏
K Cutajar, MA Osborne, JP Cunningham, M Filippone‏
Proceedings of the 33rd International Conference on Machine Learning, 2529-2538, 2016‏
952016
Pseudo-marginal Bayesian inference for Gaussian processes‏
M Filippone, M Girolami‏
IEEE Transactions on Pattern Analysis and Machine Intelligence 36 (11), 2214 …, 2014‏
812014
All you need is a good functional prior for Bayesian deep learning‏
BH Tran, S Rossi, D Milios, M Filippone‏
Journal of Machine Learning Research 23 (74), 1-56, 2022‏
802022
Deep compositional spatial models‏
A Zammit-Mangion, TLJ Ng, Q Vu, M Filippone‏
Journal of the American Statistical Association 117 (540), 1787-1808, 2022‏
722022
A comparative evaluation of stochastic-based inference methods for Gaussian process models‏
M Filippone, M Zhong, M Girolami‏
Machine Learning 93, 93-114, 2013‏
712013
AutoGP: Exploring the capabilities and limitations of Gaussian process models‏
K Krauth, EV Bonilla, K Cutajar, M Filippone‏
arXiv preprint arXiv:1610.05392, 2016‏
672016
Information theoretic novelty detection‏
M Filippone, G Sanguinetti‏
Pattern Recognition 43 (3), 805-814, 2010‏
572010
Predicting Continuous Conflict Perception with Bayesian Gaussian Processes‏
S Kim, F Valente, M Filippone, A Vinciarelli‏
IEEE Transactions on Affective Computing 5 (2), 187-200, 2014‏
542014
Automated, high accuracy classification of parkinsonian disorders: a pattern recognition approach‏
AF Marquand, M Filippone, J Ashburner, M Girolami, J Mourao-Miranda, ...‏
PloS one 8 (7), e69237, 2013‏
502013
Calibrating deep convolutional gaussian processes‏
GL Tran, EV Bonilla, J Cunningham, P Michiardi, M Filippone‏
The 22nd International Conference on Artificial Intelligence and Statistics …, 2019‏
492019
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מאמרים 1–20