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Franck Vermet

Statistical Learning Methods
2018 · Franck Vermet · 230
Artificial intelligence: Deep learning in oncological radiomics and challenges of interpretability and data harmonization
2021 · Panagiotis Papadimitroulas, Lennart Brocki, et al. · Physica Medica · 226
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On a Model of Associative Memory with Huge Storage Capacity
2017 · Mete Demircigil, Judith Heusel, et al. · Journal of Statistical Physics · 136
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Global Observations of Ocean-Bottom Subinertial Current Dissipation
2012 · Corwin J. Wright, Robert B. Scott, et al. · Journal of Physical Oceanography · 31
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A Comparative Study of Sparse Associative Memories
2016 · Vincent Gripon, Judith Heusel, et al. · Journal of Statistical Physics · 17
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Multi-group binary choice with social interaction and a random communication structure—A random graph approach
2020 · Matthias Löwe, Kristina Schubert, et al. · Physica A Statistical Mechanics and its Applications · 16
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Model transparency and interpretability: survey and application to the insurance industry
2022 · Dimitri Delcaillau, Antoine Ly, et al. · European Actuarial Journal · 14
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The Hopfield Model on a Sparse Erdös-Renyi Graph
2011 · Matthias Löwe, Franck Vermet · Journal of Statistical Physics · 13
The capacity of q-state Potts neural networks with parallel retrieval dynamics
2007 · Matthias Löwe, Franck Vermet · Statistics & Probability Letters · 13
Mixing times for the Swapping Algorithm on the Blume‐Emery‐Griffiths model
2012 · Mirko Ebbers, Holger Knöpfel, et al. · Random Structures and Algorithms · 12
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The storage capacity of the Hopfield model and moderate deviations
2005 · Matthias Löwe, Franck Vermet · Statistics & Probability Letters · 11
Collaborative Insurance Sustainability and Network Structure
2021 · Charpentier, Arthur, Kouakou, Lariosse, et al. · RePEc: Research Papers in Economics · 9
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Associative Memories to Accelerate Approximate Nearest Neighbor Search
2018 · Vincent Gripon, Matthias Löwe, et al. · Applied Sciences · 9
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On the capacity of an associative memory model based on neural cliques
2015 · Judith Heusel, Matthias Löwe, et al. · Statistics & Probability Letters · 8
Improving Accuracy of Nonparametric Transfer Learning Via Vector Segmentation
2018 · Vincent Gripon, Ghouthi B. Hacene, et al. · IEEE International Conference on Acoustics Speech and Signal Processing · 7
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4 Capacity of an Associative Memory Model on Random Graph Architectures
2016 · Franck Vermet · 7
The storage capacity of the Blume–Emery–Griffiths neural network
2005 · Matthias Löwe, Franck Vermet · Journal of Physics A Mathematical and General · 7
Capacity of an associative memory model on random graph architectures
2015 · Matthias Löwe, Franck Vermet · Bernoulli · 6
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The Effect of System Load on the Existence of Bit Errors in CDMA With and Without Parallel Interference Cancelation
2006 · R. Van Der Hofstad, M. Lowe, et al. · IEEE Transactions on Information Theory · 6
Measuring and mitigating biases in motor insurance pricing
2024 · Mulah Moriah, Franck Vermet, et al. · European Actuarial Journal · 5
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Uconnect: Synergistic Spectral CT Reconstruction With U-Nets Connecting the Energy Bins
2023 · Zhihan Wang, Alexandre Bousse, et al. · IEEE Transactions on Radiation and Plasma Medical Sciences · 5
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Some Remarks on Replicated Simulated Annealing
2021 · Vicent Gripon, Matthias Löwe, et al. · Journal of Statistical Physics · 4
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The swapping algorithm for the Hopfield model with two patterns
2009 · Matthias Löwe, Franck Vermet · Stochastic Processes and their Applications · 4
Phase Transition and Law of Large Numbers for a Non-Symmetric One-Dimensional Random Walk with Self-Interactions
1998 · Franck Vermet · Journal of Applied Probability · 4
Étude asymptotique d'un réseau neuronal: le modèle de mémoire associative de Hopfield
1994 · Franck Vermet · HAL · 4
Works count: 60
Citation count: 816
H-index: 11
I10-index: 11
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