Dr Luca Baldassarre

Research Interests:

  • Model-based machine learning and compressive sensing
  • Convex and discrete optimization

Biography

Luca received a M.Sc. in Physics in 2006 and a PhD in Machine Learning in 2010 at the University of Genoa, Italy.
He then joined the Computer Science Department of University College London, UK,  to work with Prof. Massimiliano Pontil on structured sparsity models for machine learning and convex optimization.
He was a postdoc with the LIONS of Prof. Volkan Cevher at the Ecole Polytechnique Federale de Lausanne, Switzerland from September 2012 to November 2015.

Publications with LIONS (most recent)

Twenty-three unsolved problems in hydrology (UPH) – a community perspective

G. Blöschl; M. F. Bierkens; A. Chambel; C. Cudennec; G. Destouni et al. 

Hydrological Sciences Journal. 2019-07-02. Vol. 64, num. 10, p. 1141-1158. DOI : 10.1080/02626667.2019.1620507.

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An area and power efficient on-the-fly LBCS transformation for implantable neuronal signal acquisition systems

C. Aprile; J. Wuthrich; L. Baldassarre; Y. Leblebici; V. Cevher 

2018-01-01. 15th ACM International Conference on Computing Frontiers, Ischia, ITALY, May 08-10, 2018. p. 228-231. DOI : 10.1145/3203217.3203260.

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Adaptive Learning-Based Compressive Sampling for Low-power Wireless Implants

C. Aprile; K. Ture; L. Baldassarre; M. Shoaran; G. Yilmaz et al. 

2018. 1st International Symposium on Integrated Circuits and Systems (ISICAS), Taormina, Italy, September 02-03, 2018. p. 3929-3941. DOI : 10.1109/TCSI.2018.2853983.

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An area and power efficient on-the-fly LBCS transformation for implantable neuronal signal acquisition systems

C. Aprile; J. Wüthrich; L. Baldassarre; Y. Leblebici; V. Cevher 

2018. ACM International Conference on Computing Frontiers 2018, Ischia, Italy, May 8-10, 2018. p. 228–231. DOI : 10.1145/3203217.3203260.

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DCT Learning-Based Hardware Design for Neural Signal Acquisition Systems

C. Aprile; J. Wüthrich; L. Baldassarre; Y. Leblebici; V. Cevher 

2017. Computing Frontiers Conference 2017, Siena, Italy, May 15-17, 2017. p. 391-394. DOI : 10.1145/3075564.3078890.

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