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Dimitris Stamos
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2020 – today
- 2020
- [b1]Dimitris Stamos:
Frameworks for learning from multiple tasks. University College London, UK, 2020 - [c8]Giulia Denevi, Massimiliano Pontil, Dimitrios Stamos:
Online Parameter-Free Learning of Multiple Low Variance Tasks. UAI 2020: 889-898 - [i6]Giulia Denevi, Dimitris Stamos, Massimiliano Pontil:
Online Parameter-Free Learning of Multiple Low Variance Tasks. CoRR abs/2007.05732 (2020)
2010 – 2019
- 2019
- [c7]Giulia Luise, Dimitrios Stamos, Massimiliano Pontil, Carlo Ciliberto:
Leveraging Low-Rank Relations Between Surrogate Tasks in Structured Prediction. ICML 2019: 4193-4202 - [c6]Giulia Denevi, Dimitris Stamos, Carlo Ciliberto, Massimiliano Pontil:
Online-Within-Online Meta-Learning. NeurIPS 2019: 13089-13099 - [i5]Giulia Luise, Dimitris Stamos, Massimiliano Pontil, Carlo Ciliberto:
Leveraging Low-Rank Relations Between Surrogate Tasks in Structured Prediction. CoRR abs/1903.00667 (2019) - 2018
- [c5]Giulia Denevi, Carlo Ciliberto, Dimitris Stamos, Massimiliano Pontil:
Learning To Learn Around A Common Mean. NeurIPS 2018: 10190-10200 - [c4]Giulia Denevi, Carlo Ciliberto, Dimitris Stamos, Massimiliano Pontil:
Incremental Learning-to-Learn with Statistical Guarantees. UAI 2018: 457-466 - [i4]Giulia Denevi, Carlo Ciliberto, Dimitris Stamos, Massimiliano Pontil:
Incremental Learning-to-Learn with Statistical Guarantees. CoRR abs/1803.08089 (2018) - 2017
- [i3]Carlo Ciliberto, Dimitris Stamos, Massimiliano Pontil:
Reexamining Low Rank Matrix Factorization for Trace Norm Regularization. CoRR abs/1706.08934 (2017) - 2016
- [j1]Andrew M. McDonald, Massimiliano Pontil, Dimitris Stamos:
New Perspectives on k-Support and Cluster Norms. J. Mach. Learn. Res. 17: 155:1-155:38 (2016) - [c3]Andrew M. McDonald, Massimiliano Pontil, Dimitris Stamos:
Fitting Spectral Decay with the k-Support Norm. AISTATS 2016: 1061-1069 - [i2]Andrew M. McDonald, Massimiliano Pontil, Dimitris Stamos:
Fitting Spectral Decay with the $k$-Support Norm. CoRR abs/1601.00449 (2016) - 2015
- [c2]Dimitris Stamos, Samuele Martelli, Moin Nabi, Andrew M. McDonald, Vittorio Murino
, Massimiliano Pontil:
Learning with dataset bias in latent subcategory models. CVPR 2015: 3650-3658 - [i1]Andrew M. McDonald, Massimiliano Pontil, Dimitris Stamos:
New Perspectives on $k$-Support and Cluster Norms. CoRR abs/1512.08204 (2015) - 2014
- [c1]Andrew M. McDonald, Massimiliano Pontil, Dimitris Stamos:
Spectral k-Support Norm Regularization. NIPS 2014: 3644-3652
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