Items where Author is "Kopparti, R. M."
Kopparti, R. M. (2020). Abstract Rule Based Pattern Learning with Neural Networks. Paper presented at the Twenty-Fifth AAAI/SIGAI Doctoral Consortium, 7-12 Feb 2020, New York, USA.
Kopparti, R. M. (2020). Abstract pattern learning with neural networks for improved sequential modeling. (Unpublished Doctoral thesis, City, University of London)
Kopparti, R. M. & Weyde, T. 
ORCID: 0000-0001-8028-9905 (2019).
Weight Priors for Learning Identity Relations.
Paper presented at the Thirty-third Conference on Neural Information Processing Systems (NeurIPS 2019), 8-14 Dec 2019, Vancouver, Canada.
Weyde, T. ORCID: 0000-0001-8028-9905 & Kopparti, R. M. (2019).
Modelling Identity Rules with Neural Networks.
Journal of Applied Logics, 6(4),
pp. 745-769.
Kopparti, R. M. & Weyde, T. ORCID: 0000-0001-8028-9905 (2019).
Modeling Interval Relations for Neural Language models.
Machine Learning for Music Discovery, ICML, Long Beach, June 9-15, 2019, 97,
Kopparti, R. M. & Weyde, T. ORCID: 0000-0001-8028-9905 (2019).
Factors for the Generalisation of Identity Relations by Neural Networks.
Paper presented at the Thirty-sixth International Conference on Machine Learning (ICML 2019 ), 9-15 Jun 2019, Long Beach, USA.
Asano, R., Bornus, P., Craft, J. , Dolscheid, S., Faber, S., Haase, V., Heimerich, M., Kopparti, R. M., Lobben, M., Osawa, A., Oudyk, K., Trettenbrein, P., Varelmann, T., Wehrle, S., Ya, R., Grice, M. & Vogeley, K. (2018). Spring School on Language, Music, and Cognition: Organizing Events in Time. Music & Science, 1, pp. 1-17. doi: 10.1177/2059204318798831
Weyde, T. ORCID: 0000-0001-8028-9905 & Kopparti, R. M. (2018).
Feed-Forward Neural Networks Need Inductive Bias to Learn Equality Relations.
Paper presented at the 32nd Conference on Neural Information Processing Systems (NIPS 2018), 2-8 Dec 2018, Montreal, Canada.