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
46 2020 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
8 2021 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
6 2022 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
4 2019 Low-rank nonlinear decoding of M Emami, M Sahraee-Ardakan, P Pandit, AK Fletcher, S Rangan, ...
2018 Conference on Cognitive Computational Neuroscience, arXiv preprint …, 2020
3 2020 Augmented Contrastive Self-Supervised Learning for Audio Invariant Representations M Emami, D Tran, K Koishida
arXiv preprint arXiv:2112.10950, 2021
2 2021 Estimation of embedding vectors in high dimensions GA Azar, M Emami, A Fletcher, S Rangan
arXiv preprint arXiv:2312.07802, 2023
1 2023 LLMs in Biomedicine: A study on clinical Named Entity Recognition M Monajatipoor, J Yang, J Stremmel, M Emami, F Mohaghegh, ...
arXiv preprint arXiv:2404.07376, 2024
2024 A Deep Learning Sequential Decoder for Transient High-Density Electromyography in Hand Gesture Recognition Using Subject-Embedded Transfer Learning GA Azar, Q Hu, M Emami, A Fletcher, S Rangan, SF Atashzar
IEEE Sensors Journal, 2024
2024 Learning Embedding Representations in High Dimensions GA Azar, M Emami, A Fletcher, S Rangan
2024 58th Annual Conference on Information Sciences and Systems (CISS), 1-6, 2024
2024 CHIRon: A Generative Foundation Model for Structured Sequential Medical Data BL Hill, M Emami, VS Nori, A Cordova-Palomera, RE Tillman, E Halperin
Deep Generative Models for Health Workshop NeurIPS 2023, 2023
2023 A Deep Learning Sequential Decoder for Transient High-Density Electromyography in Hand Gesture Recognition Using Subject-Embedded Transfer Learning G Ahmadi Azar, Q Hu, M Emami, A Fletcher, S Rangan, ...
arXiv e-prints, arXiv: 2310.03752, 2023
2023 Asymptotics of Learning in Neural Networks M Emami
University of California, Los Angeles, 2022
2022 Learning Nonlinear Dynamical Networks in Neural Systems MS Ardakan, M Emami, AK Fletcher, M Trumpis, B Bent, J Viventi
CCNeuro, 2017
2017 
Alyson "Allie" K. FletcherAssociate Professor, UCLADirección de correo verificada de g.ucla.edu
