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Mattia Rigotti

Tabular Transformers for Modeling Multivariate Time Series

Nov 03, 2020
Inkit Padhi, Yair Schiff, Igor Melnyk, Mattia Rigotti, Youssef Mroueh, Pierre Dognin, Jerret Ross, Ravi Nair, Erik Altman

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* Submitted to ICASSP, 2021; https://github.com/IBM/TabFormer

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Unbalanced Sobolev Descent

Sep 29, 2020
Youssef Mroueh, Mattia Rigotti

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* NeurIPS 2020

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Sobolev Independence Criterion

Oct 31, 2019
Youssef Mroueh, Tom Sercu, Mattia Rigotti, Inkit Padhi, Cicero Dos Santos

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* NeurIPS 2019

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Beyond Backprop: Online Alternating Minimization with Auxiliary Variables

Oct 24, 2018
Anna Choromanska, Sadhana Kumaravel, Ronny Luss, Irina Rish, Brian Kingsbury, Mattia Rigotti, Paolo DiAchille, Viatcheslav Gurev, Ravi Tejwani, Djallel Bouneffouf

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* First four authors contributed equally to this work: A.C. - theory, manuscript, S.K. - code, experiments, R.L. - algorithm, experiments, I.R. - algorithm, manuscript

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Energy-efficient neuromorphic classifiers

Jul 01, 2015
Daniel Martí, Mattia Rigotti, Mingoo Seok, Stefano Fusi

* 11 pages, 7 figures

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