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Table of Contents
Random News
- May 2019: Recovery and convergence rate of the Frank-Wolfe Algorithm for the m-EXACT-SPARSE Problem, with F. Cherfaoui, V. Emiya and S. Anthoine. To appear in IEEE Transactions on Information Theory.
- Mar. 2019: Learning Rich Event Representations and Interactions for Temporal Relation Classification, at ESANN 2019, paper coming soon.
- Nov. 2018: Dependency-dependent Bounds for Sums of Dependent Random Variables, with Christoph H. Lampert and Alexander Zimin. Technical report.
- Oct. 2017: Greedy methods, randomization approaches and multi-arm bandit algorithms for efficient sparsity-constrained optimization, IEEE Trans. Neural Netw. Learning Syst. 28(11): 2789-2802(2017), with A. Rakotomamonjy and S. Koço, published on IEEE*Xplore (accepted sept. 2016).
- A few videos:
- Paper@ICML 2015 (see this VideoLectures page)
Capsule Bio
Positions
- Since Sept. 2018: happy part-time researcher at Criteo.
- Since Oct. 2016: member of IUF (one day, I’ll be able to smile to my computer’s camera and people won’t be afraid)
- Sept. 1, 2015 - Dec. 31st, 2017: director of LIF (Fundamental Computer Science laboratory – Laboratoire d'Informatique Fondamentale de Marseille). See here for the “official” nomination. Was nice!
Titles
- Since Sept. 1, 2011: full professor in Computer Science at Aix-Marseille Université (formely split in Aix-Marseille I, II and III).
- From Sept. 1, 2004 to Aug. 31, 2011: Assistant Professor in Computer Science at University Provence/Aix-Marseille I.
Former duties
- 2010 – 2015: Fortunate founder and head of QARMA
- 2011 – 2015: head of the Master of Computer Science for Research.
Research
I’m interested in various machine learning problems such as, learning from noisy data, semi-supervised learning, active learning, kernel methods, chemoinformatics, from both the practical and theoretical viewpoints.
Keywords: statistical learning theory, kernel methods, noisy distributions.
Publications: check out my Google Scholar page.
Page of our group on Signal Processing and Machine Learning: 2010-present, before.
Contact Information
- Snail mail:
- Laboratoire d’Informatique et Systèmes
- Parc Scientifique et Technologique de Luminy
- 163, avenue de Luminy - Case 901
- F-13288 Marseille Cedex 9
- Office: Garden@BU Building (not an official name)
- Phone: : +33 (0)4 86 09 06 71
- Email: firstname.lastname[at]lif.univ-mrs.fr