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Asynchronous Distributed Learning From Constraints.
Farina F, Melacci S, Garulli A, Giannitrapani A. Farina F, et al. Among authors: melacci s. IEEE Trans Neural Netw Learn Syst. 2020 Oct;31(10):4367-4373. doi: 10.1109/TNNLS.2019.2947740. Epub 2019 Nov 8. IEEE Trans Neural Netw Learn Syst. 2020. PMID: 31722500
Learning With Mixed Hard/Soft Pointwise Constraints.
Gnecco G, Gori M, Melacci S, Sanguineti M. Gnecco G, et al. Among authors: melacci s. IEEE Trans Neural Netw Learn Syst. 2015 Sep;26(9):2019-32. doi: 10.1109/TNNLS.2014.2361866. Epub 2014 Nov 7. IEEE Trans Neural Netw Learn Syst. 2015. PMID: 25389245
Unsupervised learning by minimal entropy encoding.
Melacci S, Gori M. Melacci S, et al. IEEE Trans Neural Netw Learn Syst. 2012 Dec;23(12):1849-61. doi: 10.1109/TNNLS.2012.2216899. IEEE Trans Neural Netw Learn Syst. 2012. PMID: 24808141
Constraint verification with kernel machines.
Gori M, Melacci S. Gori M, et al. Among authors: melacci s. IEEE Trans Neural Netw Learn Syst. 2013 May;24(5):825-31. doi: 10.1109/TNNLS.2013.2241787. IEEE Trans Neural Netw Learn Syst. 2013. PMID: 24808431
Cognitive Action Laws: The Case of Visual Features.
Betti A, Gori M, Melacci S. Betti A, et al. Among authors: melacci s. IEEE Trans Neural Netw Learn Syst. 2020 Mar;31(3):938-949. doi: 10.1109/TNNLS.2019.2911174. Epub 2019 May 8. IEEE Trans Neural Netw Learn Syst. 2020. PMID: 31071056
Learning visual features under motion invariance.
Betti A, Gori M, Melacci S. Betti A, et al. Among authors: melacci s. Neural Netw. 2020 Jun;126:275-299. doi: 10.1016/j.neunet.2020.03.013. Epub 2020 Mar 20. Neural Netw. 2020. PMID: 32278261
Learning with box kernels.
Melacci S, Gori M. Melacci S, et al. IEEE Trans Pattern Anal Mach Intell. 2013 Nov;35(11):2680-92. doi: 10.1109/TPAMI.2013.73. IEEE Trans Pattern Anal Mach Intell. 2013. PMID: 24051728
A language modeling-like approach to sketching.
Graziani L, Gori M, Melacci S. Graziani L, et al. Among authors: melacci s. Neural Netw. 2021 Dec;144:627-638. doi: 10.1016/j.neunet.2021.09.020. Epub 2021 Oct 2. Neural Netw. 2021. PMID: 34653720
16 results