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ORCIDMelikasadat Emami
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- affiliation: UCLA, Electrical and Computer Engineering Department, Los Angeles, CA, USA
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2020 – today
- 2024
[c4]Golara Ahmadi Azar, Melika Emami, Alyson K. Fletcher, Sundeep Rangan:
Learning Embedding Representations in High Dimensions. CISS 2024: 1-6- [i9]Masoud Monajatipoor, Jiaxin Yang, Joel Stremmel, Melika Emami, Fazlolah Mohaghegh, Mozhdeh Rouhsedaghat, Kai-Wei Chang:
LLMs in Biomedicine: A study on clinical Named Entity Recognition. CoRR abs/2404.07376 (2024) - 2023
- [i8]Golara Ahmadi Azar, Qin Hu
, Melika Emami, Alyson K. Fletcher, Sundeep Rangan, Seyed Farokh Atashzar:
A Deep Learning Sequential Decoder for Transient High-Density Electromyography in Hand Gesture Recognition Using Subject-Embedded Transfer Learning. CoRR abs/2310.03752 (2023) - [i7]Golara Ahmadi Azar, Melika Emami, Alyson K. Fletcher, Sundeep Rangan:
Estimation of embedding vectors in high dimensions. CoRR abs/2312.07802 (2023) - 2022
- [i6]Mojtaba Sahraee-Ardakan, Melikasadat Emami, Parthe Pandit, Sundeep Rangan, Alyson K. Fletcher:
Kernel Methods and Multi-layer Perceptrons Learn Linear Models in High Dimensions. CoRR abs/2201.08082 (2022) - 2021
- [c3]Melikasadat Emami, Mojtaba Sahraee-Ardakan, Parthe Pandit, Sundeep Rangan, Alyson K. Fletcher:
Implicit Bias of Linear RNNs. ICML 2021: 2982-2992 - [i5]Melikasadat Emami, Mojtaba Sahraee-Ardakan, Parthe Pandit, Sundeep Rangan, Alyson K. Fletcher:
Implicit Bias of Linear RNNs. CoRR abs/2101.07833 (2021) - [i4]Melikasadat Emami, Dung N. Tran, Kazuhito Koishida:
Augmented Contrastive Self-Supervised Learning for Audio Invariant Representations. CoRR abs/2112.10950 (2021) - 2020
- [c2]Melikasadat Emami, Mojtaba Sahraee-Ardakan, Parthe Pandit, Sundeep Rangan, Alyson K. Fletcher:
Generalization Error of Generalized Linear Models in High Dimensions. ICML 2020: 2892-2901 - [i3]Melikasadat Emami, Mojtaba Sahraee-Ardakan, Parthe Pandit, Sundeep Rangan, Alyson K. Fletcher:
Generalization Error of Generalized Linear Models in High Dimensions. CoRR abs/2005.00180 (2020) - [i2]Melikasadat Emami, Mojtaba Sahraee-Ardakan, Parthe Pandit, Alyson K. Fletcher, Sundeep Rangan, Michael Trumpis, Brinnae Bent, Chia-Han Chiang, Jonathan Viventi:
Low-Rank Nonlinear Decoding of $μ$-ECoG from the Primary Auditory Cortex. CoRR abs/2005.05053 (2020)
2010 – 2019
- 2019
- [c1]Melikasadat Emami, Mojtaba Sahraee-Ardakan, Sundeep Rangan, Alyson K. Fletcher:
Input-Output Equivalence of Unitary and Contractive RNNs. NeurIPS 2019: 15342-15352 - [i1]Melikasadat Emami, Mojtaba Sahraee-Ardakan, Sundeep Rangan, Alyson K. Fletcher:
Input-Output Equivalence of Unitary and Contractive RNNs. CoRR abs/1910.13672 (2019)
Coauthor Index
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