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by Sultan, S and Evans, M J and Antonitsis, P and Westaby, S and Anastasiadis, K and Gayral, M and Saland, E and Lulka, H and Vignolle-Vidoni, A and Hanoun, N and Lemarié, A and Ligat, L and Saint-Laurent, N and Lopez, F and Buscail, L and Sarry, J E and Casucci, M and Camisa, B and Falcone, L and Saudemont, A and Genovese, P and Naldini, L and Naldini, L and Ciceri, F and Bordignon, C and Bonini, C and Bonini, C and Bondanza, A and Cafferata, E A and Weber, H L and Werbajh, S and Salvatierra, E and Rotondaro, C and Sganga, L and Haab, G Acosta and Curiel, D T and Gidekel, M and Podhajcer, O L and Kaeppel, C and Wilkening, S and Rodriguez, M A Pañeda and Lopez-Franco, E and Fontanellas, A and Prieto, J and Spronck, L and von Kalle, C and Petry, H and Gonzalez-Aseguinolaza, G and Schmidt, M and Schreiber, C A and Sakuma, T and Izumiya, Y and Bressin, R K and Basu, U and Koide, K and Asokan, A and Fischer, S and Stiefel, S and Handrick, R and Hoerer, M and Otte, K and Kochanek, S and Halonen, P and Tarvainen, S and Tarvainen, S and Taavitsainen, J and Kuivanen, A and Koistinen, A and Laakkonen, J and Hartikainen, J and Yla-Herttuala, S and Enns, H and Jungmann, A and Leuchs, B and Volz, C and Schinkel, S and Koch, W J and Raake, P W and Most, P and Katus, H A and Müller, O J and Basilico, C and Jaulin, N and Leroux, I and Schleder, C and Zuber, C and Charrier, M and Lieubeau, B and Péréon, Y and Magot, A and Hamel, A and Adjali, O and Rouger, K and Genovese, P and Schiroli, G and Conway, A and Guschin, D and Escobar, G and Di Tomaso, T and Marin, V and ...
Human Gene Therapy, ISSN 1043-0342, 10/2015, Volume 26, Issue 10, pp. A-1 - A-108
Journal Article
Journal Article
Journal Article
IEEE Journal of Selected Topics in Signal Processing, ISSN 1932-4553, 10/2018, Volume 12, Issue 5, pp. 902 - 915
The group testing problem consists of determining a small set of defective items from a larger set of items based on a number of tests, and is relevant in... 
Protocols | Error probability | approximate recovery | Group testing | Signal processing algorithms | Matching pursuit algorithms | binary hypothesis testing | information-theoretic methods | sparsity | Decoding | Noise measurement | Testing | RECOVERY | BOUNDS | MATRICES | ALGORITHMS | ENGINEERING, ELECTRICAL & ELECTRONIC | Sparsity | Noise | Optimization | Pattern matching | Information theory
Journal Article
International Journal of Quantum Chemistry, ISSN 0020-7608, 05/2019, Volume 119, Issue 9, pp. e25872 - n/a
Machine learning promises to accelerate materials discovery by allowing computational efficient property predictions from a small number of reference... 
convex optimization | atomization energies prediction | kernel regression | quantum machine learning | SOAP‐Average kernel | SOAP-Average kernel | RATES | MATHEMATICS, INTERDISCIPLINARY APPLICATIONS | QUANTUM SCIENCE & TECHNOLOGY | MODELS | PHYSICS, ATOMIC, MOLECULAR & CHEMICAL | CHEMISTRY, PHYSICAL | Soap | Machine learning
Journal Article
Journal of Optimization Theory and Applications, ISSN 0022-3239, 5/2019, Volume 181, Issue 2, pp. 588 - 607
Journal Article
Journal of Machine Learning Research, ISSN 1532-4435, 03/2015, Volume 16, pp. 371 - 416
Journal Article
Applied and Computational Harmonic Analysis, ISSN 1063-5203, 05/2020, Volume 48, Issue 3, pp. 868 - 890
In this paper, we study regression problems over a separable Hilbert space with the square loss, covering non-parametric regression over a reproducing kernel... 
Regression | Regularization scheme | Reproducing kernel Hilbert space | Learning theory | Sampling operator | MATHEMATICS, APPLIED | INEQUALITIES | BOUNDS | REGULARIZATION | Machine Learning | Computer Science
Journal Article
NATURE PHOTONICS, ISSN 1749-4885, 06/2019, Volume 13, Issue 6, pp. 390 - 390
Metasurfaces based on resonant subwavelength photonic structures enable novel ways of wavefront control and light focusing, underpinning a new generation of... 
PHYSICS, APPLIED | OPTICS | Optics | Data processing | Dielectrics | Image acquisition | Photonics | Digital imaging | Spectrometers | Information processing | Diagnostic software | Data retrieval | Diagnostic systems | Two dimensional materials | Two dimensional analysis | Biosensors | Hyperspectral imaging
Journal Article
Applied and Computational Harmonic Analysis, ISSN 1063-5203, 11/2014, Volume 37, Issue 3, pp. 389 - 412
Journal Article
IEEE Signal Processing Letters, ISSN 1070-9908, 06/2019, Volume 26, Issue 6, pp. 883 - 887
Sparse recovery from undersampled random quantization measurements is a recent active research topic. Previous work asserts that stable recovery can be... 
Training | Learning systems | learning-based method | Quantization (signal) | sampling pattern | Distortion | Decoding | quantized measurements | Distortion measurement | Noise measurement | greedy algorithm | Compressed sensing | SIGNAL RECOVERY | ENGINEERING, ELECTRICAL & ELECTRONIC | Learning | Sampling methods | Random sampling | Recovery
Journal Article
IEEE/ACM Transactions on Audio, Speech and Language Processing (TASLP), ISSN 2329-9290, 03/2014, Volume 22, Issue 3, pp. 620 - 633
Journal Article
IEEE Journal of Selected Topics in Signal Processing, ISSN 1932-4553, 09/2011, Volume 5, Issue 5, pp. 979 - 988
Journal Article
Circulation, ISSN 0009-7322, 11/2018, Volume 138, Issue Suppl_1 Suppl 1, pp. A15409 - A15409
BackgroundAlthough His-bundle pacing (HBP) has been successfully utilized to achieve narrow QRS in patients with wide QRS, the majority of current data is from... 
Journal Article