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Structure: Internal structure identifier : 303576

Binary Recursive Estimation on Noisy Hardware

Elsa Dupraz , Lav Varshney
ISIT 2019 : International Symposium on Information Theory, Jul 2019, Paris, France. ⟨10.1109/ISIT.2019.8849626⟩
Conference papers hal-02280715v1
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Power-Efficient Deep Neural Networks with Noisy Memristor Implementation

Elsa Dupraz , Lav R Varshney , François Leduc-Primeau
ITW 2021: IEEE Information Theory Workshop, Oct 2021, Kanazawa, Japan. ⟨10.1109/ITW48936.2021.9611431⟩
Conference papers hal-03337122v1

Energy-Efficient Machine Learning Algorithms

Elsa Dupraz , Lav Varshney
The 7th Conference on Information Theory and Complex Systems (TINKOS 2019), Oct 2019, Belgrade, Serbia
Conference papers hal-02925052v1
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Recent advances in atmospheric, solar-terrestrial physics and space weather from a north-south network of scientist [2006-2016] Part B: results and capacity building

Christine Amory-Mazaudier , Rolland Fleury , Monique Petitdidier , Serge Soula , Frédéric Masson et al.
Sun and Geosphere, 2017, 12 (Supplement), pp.21 - 69
Journal articles hal-01796656v1
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Optimizing the Energy Efficiency of Unreliable Memories for Quantized Kalman Filtering

Jonathan Kern , Elsa Dupraz , Abdeldjalil Aissa El Bey , Lav R Varshney , François Leduc-Primeau et al.
Sensors, 2022, Special Issue Machine Learning, Signal, and/or Image Processing Methods to Enhance Environmental Sensors, 22 (3), pp.853. ⟨10.3390/s22030853⟩
Journal articles hal-03540228v1
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Noisy In-Memory Recursive Computation with Memristor Crossbars

Elsa Dupraz , Lav Varshney
ISIT 2020 : International Symposium on Information Theory, Jun 2020, Los Angeles, United States. ⟨10.1109/ISIT44484.2020.9174364⟩
Conference papers hal-02925048v1
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Stochastic Multi-Player Multi-Armed Bandits with Multiple Plays for Uncoordinated Spectrum Access

Marie-Josépha Youssef , Venugopal V. Veeravalli , Joumana Farah , Charbel Abdel Nour
PIMRC 2020: IEEE 31st Annual International Symposium on Personal, Indoor and Mobile Radio Communications, Aug 2020, London, United Kingdom. ⟨10.1109/PIMRC48278.2020.9217349⟩
Conference papers hal-02901667v1
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Resource Allocation in NOMA-based Self-Organizing Networks using Stochastic Multi-Armed Bandits

Marie-Josépha Youssef , Venugopal V. Veeravalli , Joumana Farah , Charbel Abdel Nour , Catherine Douillard et al.
IEEE Transactions on Communications, 2021, 69 (9), pp.6003-6017. ⟨10.1109/TCOMM.2021.3092767⟩
Journal articles hal-03275070v1