2 citations · 4 across the 8 of their papers we have counts for
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cs.LG2026
Extending P: Spectral Conditions for Feature Learning Across Optimizers
Akshita Gupta, Marieme Ngom, Sam Foreman +1
Several variations of adaptive first-order and second-order optimization methods have been proposed to accelerate and scale the training of large language models. The performance o…
cs.LG2022★ 2 cited
Targeted Adaptive Design
Carlo Graziani, Marieme Ngom
Modern advanced manufacturing and advanced materials design often require searches of relatively high-dimensional process control parameter spaces for settings that result in optim…
cs.LG2020★ 1 cited
Fourier Neural Networks as Function Approximators and Differential Equation Solvers
Marieme Ngom, Oana Marin
We present a Fourier neural network (FNN) that can be mapped directly to the Fourier decomposition. The choice of activation and loss function yields results that replicate a Fouri…