Maciej Lewenstein

Publication Activity (10 Years)

Years Active: 1994-2024
Publications (10 Years): 21

Top Topics

Histogram Intersection

Boltzmann Machines

Stochastic Processes

Image Recognition

Top Venues

Mach. Learn. Sci. Technol.

Publications

Javier Argüello-Luengo, Manfred J. Mark, Francesca Ferlaino, Maciej Lewenstein, Luca Barbiero, Sergi Julià-Farré
Stabilization of Hubbard-Thouless pumps through nonlocal fermionic repulsion. Quantum 8 (2024)
Reiko Yamada, Antoine Reserbat-Plantey, Eloy Piñol, Maciej Lewenstein
Sonification of Wigner Functions: Case Study of Intense Light-Matter Interactions. MCM (2024)
Gabriel Fernández-Fernández, Carlo Manzo, Maciej Lewenstein, Alexandre Dauphin, Gorka Muñoz-Gil
Learning minimal representations of stochastic processes with variational autoencoders. CoRR (2023)
Przemyslaw R. Grzybowski, Antoni Jankiewicz, Eloy Piñol, David Cirauqui, Dorota H. Grzybowska, Pawel M. Petrykowski, Miguel Ángel García-March, Maciej Lewenstein, Gorka Muñoz-Gil, Alejandro Pozas-Kerstjens
Universal representation by Boltzmann machines with Regularised Axons. CoRR (2023)
Guillem Müller-Rigat, Anubhav Kumar Srivastava, Stanislaw Kurdzialek, Grzegorz Rajchel-Mieldzioc, Maciej Lewenstein, Irénée Frérot
Certifying the quantum Fisher information from a given set of mean values: a semidefinite programming approach. Quantum 7 (2023)
Maciej Lewenstein, Guillem Müller-Rigat, Jordi Tura, Anna Sanpera
Linear Maps as Sufficient Criteria for Entanglement Depth and Compatibility in Many-Body Systems. Open Syst. Inf. Dyn. 29 (3) (2022)
Guillem Müller-Rigat, Maciej Lewenstein, Irénée Frérot
Probing quantum entanglement from magnetic-sublevels populations: beyond spin squeezing inequalities. Quantum 6 (2022)
Anna Dawid, Patrick Huembeli, Michal Tomza, Maciej Lewenstein, Alexandre Dauphin
Hessian-based toolbox for reliable and interpretable machine learning in physics. Mach. Learn. Sci. Technol. 3 (1) (2022)
Yuhan Liu, Wen-Jun Li, Xiao Zhang, Maciej Lewenstein, Gang Su, Shi-Ju Ran
Entanglement-Based Feature Extraction by Tensor Network Machine Learning. Frontiers Appl. Math. Stat. 7 (2021)
Alejandro Pozas-Kerstjens, Gorka Muñoz-Gil, Eloy Piñol, Miguel Ángel García-March, Antonio Acín, Maciej Lewenstein, Przemyslaw R. Grzybowski
Efficient training of energy-based models via spin-glass control. Mach. Learn. Sci. Technol. 2 (2) (2021)
Gorka Muñoz-Gil, Guillem Guigó i Corominas, Maciej Lewenstein
Unsupervised learning of anomalous diffusion data. CoRR (2021)
Niklas Käming, Anna Dawid, Korbinian Kottmann, Maciej Lewenstein, Klaus Sengstock, Alexandre Dauphin, Christof Weitenberg
Unsupervised machine learning of topological phase transitions from experimental data. Mach. Learn. Sci. Technol. 2 (3) (2021)
Przemyslaw R. Grzybowski, Gorka Muñoz-Gil, Alejandro Pozas-Kerstjens, Miguel Ángel García-March, Maciej Lewenstein
Understanding and improving unsupervised training of Boltzman machines. ESANN (2020)
Christos Charalambous, Miguel Ángel García-March, Gorka Muñoz-Gil, Przemyslaw R. Grzybowski, Maciej Lewenstein
Control of anomalous diffusion of a Bose polaron. Quantum 4 (2020)
Zahra Baghali Khanian, Manabendra Nath Bera, Arnau Riera, Maciej Lewenstein, Andreas J. Winter
Resource theory of heat and work with non-commuting charges: yet another new foundation of thermodynamics. CoRR (2020)
Gorka Muñoz-Gil, Miguel Ángel García-March, Carlo Manzo, José David Martín-Guerrero, Maciej Lewenstein
Machine learning method for single trajectory characterization. CoRR (2019)
Alejandro Pozas-Kerstjens, Gorka Muñoz-Gil, Miguel Ángel García-March, Antonio Acín, Maciej Lewenstein, Przemyslaw R. Grzybowski
Efficient training of energy-based models via spin-glass control. CoRR (2019)
Shi-Ju Ran, Zheng-Zhi Sun, Shao-Ming Fei, Gang Su, Maciej Lewenstein
Quantum Compressed Sensing with Unsupervised Tensor Network Machine Learning. CoRR (2019)
Yuhan Liu, Xiao Zhang, Maciej Lewenstein, Shi-Ju Ran
Learning architectures based on quantum entanglement: a simple matrix product state algorithm for image recognition. CoRR (2018)
Swapan Rana, Preeti Parashar, Andreas J. Winter, Maciej Lewenstein
-norm Coherence. CoRR (2016)
Swapan Rana, Preeti Parashar, Maciej Lewenstein
Trace distance measure of coherence. CoRR (2015)
M. F. Ciappina, J. A. Pérez-Hernández, Maciej Lewenstein
ClassSTRONG: Classical simulations of strong field processes. Comput. Phys. Commun. 185 (1) (2014)
G. J. Lapeyre, Sébastien Perseguers, Maciej Lewenstein, Antonio Acín
Distribution of entanglement in networks of bi-partite full-rank mixed states. Quantum Inf. Comput. 12 (5-6) (2012)
Remigiusz Augusiak, Maciej Lewenstein
Towards measurable bounds on entanglement measures. Quantum Inf. Process. 8 (6) (2009)
Florian Hulpke, Dagmar Bruß, Maciej Lewenstein, Anna Sanpera
Simplifying schmidt number witnesses via higher-dimensional embeddings. Quantum Inf. Comput. 4 (3) (2004)
Michal Zochowski, Maciej Lewenstein, Andrzej Nowak
Local Noise in Neural Networks Models with Self-Control. Int. J. Neural Syst. 5 (4) (1994)