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Melika Emami
Melika Emami
Optum Labs
Verified email at ucla.edu - Homepage
Title
Cited by
Cited by
Year
Generalization error of generalized linear models in high dimensions
M Emami, M Sahraee-Ardakan, P Pandit, S Rangan, A Fletcher
International Conference on Machine Learning, 2892-2901, 2020
322020
Implicit Bias of Linear RNNs
M Emami, M Sahraee-Ardakan, P Pandit, S Rangan, AK Fletcher
International Conference on Machine Learning 139, 2982-2992, 2021
52021
Kernel methods and multi-layer perceptrons learn linear models in high dimensions
M Sahraee-Ardakan, M Emami, P Pandit, S Rangan, AK Fletcher
arXiv preprint arXiv:2201.08082, 2022
32022
Low-rank nonlinear decoding of -ECoG from the primary auditory cortex
M Emami, M Sahraee-Ardakan, P Pandit, AK Fletcher, S Rangan, ...
2018 Conference on Cognitive Computational Neuroscience, arXiv preprint …, 2020
32020
Input-output equivalence of unitary and contractive rnns
M Emami, M Sahraee-Ardakan, S Rangan, AK Fletcher
Advances in Neural Information Processing Systems, 32, 15368-15378., 2019
32019
Augmented Contrastive Self-Supervised Learning for Audio Invariant Representations
M Emami, D Tran, K Koishida
arXiv preprint arXiv:2112.10950, 2021
22021
Asymptotics of Learning in Neural Networks
M Emami
UCLA, 2022
2022
Learning Nonlinear Dynamical Networks in Neural Systems
MS Ardakan, M Emami, AK Fletcher, M Trumpis, B Bent, J Viventi
CCNeuro, 2017
2017
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Articles 1–8