Zobrazeno 1 - 10
of 12 219
pro vyhledávání: '"P.-A. Faye"'
Autor:
Kokolis, Apostolos, Kuchnik, Michael, Hoffman, John, Kumar, Adithya, Malani, Parth, Ma, Faye, DeVito, Zachary, Sengupta, Shubho, Saladi, Kalyan, Wu, Carole-Jean
Reliability is a fundamental challenge in operating large-scale machine learning (ML) infrastructures, particularly as the scale of ML models and training clusters continues to grow. Despite decades of research on infrastructure failures, the impact
Externí odkaz:
http://arxiv.org/abs/2410.21680
We present a novel deep graphical representation that seamlessly merges principles of game theory with laws of statistical mechanics. It performs feature extraction, dimensionality reduction, and pattern classification within a single learning framew
Externí odkaz:
http://arxiv.org/abs/2410.12264
We give a complete expansion, at any accuracy order, for the iterated convolution of a complex valued integrable sequence in one space dimension. The remainders are estimated sharply with generalized Gaussian bounds. The result applies in probability
Externí odkaz:
http://arxiv.org/abs/2408.12876
Autor:
Ahmad, Alwani Liyana, Sanchez-Bornot, Jose, Sotero, Roberto C., Coyle, Damien, Idris, Zamzuri, Faye, Ibrahima
MEG are non invasive neuroimaging techniques with excellent temporal and spatial resolution, crucial for studying brain function in dementia and Alzheimer Disease. They identify changes in brain activity at various Alzheimer stages, including preclin
Externí odkaz:
http://arxiv.org/abs/2408.04815
We compute the gravitational radiation-reaction force on a compact binary source at the fourth-and-a-half post-Newtonian (4.5PN) order of general relativity, i.e., 2PN order beyond the leading 2.5PN radiation reaction. The calculation is valid for ge
Externí odkaz:
http://arxiv.org/abs/2407.18295
Autor:
Casanova, Morgane, Chanson, Julien, Icard, Benjamin, Faye, Géraud, Gadek, Guillaume, Gravier, Guillaume, Égré, Paul
This paper presents the HYBRINFOX method used to solve Task 2 of Subjectivity detection of the CLEF 2024 CheckThat! competition. The specificity of the method is to use a hybrid system, combining a RoBERTa model, fine-tuned for subjectivity detection
Externí odkaz:
http://arxiv.org/abs/2407.03770
Autor:
Warburton, Niels, Wardell, Barry, Trestini, David, Henry, Quentin, Pound, Adam, Blanchet, Luc, Durkan, Leanne, Faye, Guillaume, Miller, Jeremy
The past three years have seen two significant advances in models of gravitational waveforms emitted by quasicircular compact binaries in two regimes: the weak-field, post-Newtonian regime, in which the gravitational wave energy flux has now been cal
Externí odkaz:
http://arxiv.org/abs/2407.00366
Autor:
Garg, Nikhil, Florini, Davide, Dufour, Patrick, Muhr, Eloir, Faye, Mathieu, Bocquet, Marc, Querlioz, Damien, Beilliard, Yann, Drouin, Dominique, Alibart, Fabien, Portal, Jean-Michel
Heterogeneous systems with analog CMOS circuits integrated with nanoscale memristive devices enable efficient deployment of neural networks on neuromorphic hardware. CMOS Neuron with low footprint can emulate slow temporal dynamics by operating with
Externí odkaz:
http://arxiv.org/abs/2406.19667
A Machine Learning Approach for Identifying Anatomical Biomarkers of Early Mild Cognitive Impairment
Autor:
Ahmad, Alwani Liyana, Sanchez-Bornot, Jose, Sotero, Roberto C., Coyle, Damien, Idris, Zamzuri, Faye, Ibrahima
Alzheimer Disease poses a significant challenge, necessitating early detection for effective intervention. MRI is a key neuroimaging tool due to its ease of use and cost effectiveness. This study analyzes machine learning methods for MRI based biomar
Externí odkaz:
http://arxiv.org/abs/2407.00040
The rapid emergence of generative Language Models (LMs) has led to growing concern about the impacts that their unexamined adoption may have on the social well-being of diverse user groups. Meanwhile, LMs are increasingly being adopted in K-20 school
Externí odkaz:
http://arxiv.org/abs/2405.01740