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Melikasadat Emami

Affiliations:
  • UCLA, Electrical and Computer Engineering Department, Los Angeles, CA, USA


According to our database1, Melikasadat Emami authored at least 10 papers between 2019 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Links

On csauthors.net:

Bibliography

2024
LLMs in Biomedicine: A study on clinical Named Entity Recognition.
[BibTeX]
[DOI]
Masoud Monajatipoor
,
Jiaxin Yang
,
Joel Stremmel
,
Melika Emami
,
Fazlolah Mohaghegh
,
Mozhdeh Rouhsedaghat
,
Kai-Wei Chang
CoRR, 2024

Learning Embedding Representations in High Dimensions.
[BibTeX]
[DOI]
Golara Ahmadi Azar
,
Melika Emami
,
Alyson K. Fletcher
,
Sundeep Rangan
Proceedings of the 58th Annual Conference on Information Sciences and Systems, 2024

2023
Estimation of embedding vectors in high dimensions.
[BibTeX]
[DOI]
Golara Ahmadi Azar
,
Melika Emami
,
Alyson K. Fletcher
,
Sundeep Rangan
CoRR, 2023

A Deep Learning Sequential Decoder for Transient High-Density Electromyography in Hand Gesture Recognition Using Subject-Embedded Transfer Learning.
[BibTeX]
[DOI]
Golara Ahmadi Azar
,
Qin Hu
,
Melika Emami
,
Alyson K. Fletcher
,
Sundeep Rangan
,
Seyed Farokh Atashzar
CoRR, 2023

2022
Kernel Methods and Multi-layer Perceptrons Learn Linear Models in High Dimensions.
[BibTeX]
[DOI]
Mojtaba Sahraee-Ardakan
,
Melikasadat Emami
,
Parthe Pandit
,
Sundeep Rangan
,
Alyson K. Fletcher
CoRR, 2022

2021
Augmented Contrastive Self-Supervised Learning for Audio Invariant Representations.
[BibTeX]
[DOI]
Melikasadat Emami
,
Dung N. Tran
,
Kazuhito Koishida
CoRR, 2021

Implicit Bias of Linear RNNs.
[BibTeX]
[DOI]
Melikasadat Emami
,
Mojtaba Sahraee-Ardakan
,
Parthe Pandit
,
Sundeep Rangan
,
Alyson K. Fletcher
Proceedings of the 38th International Conference on Machine Learning, 2021

2020
Low-Rank Nonlinear Decoding of $μ$-ECoG from the Primary Auditory Cortex.
[BibTeX]
[DOI]
Melikasadat Emami
,
Mojtaba Sahraee-Ardakan
,
Parthe Pandit
,
Alyson K. Fletcher
,
Sundeep Rangan
,
Michael Trumpis
,
Brinnae Bent
,
Chia-Han Chiang
,
Jonathan Viventi
CoRR, 2020

Generalization Error of Generalized Linear Models in High Dimensions.
[BibTeX]
[DOI]
Melikasadat Emami
,
Mojtaba Sahraee-Ardakan
,
Parthe Pandit
,
Sundeep Rangan
,
Alyson K. Fletcher
Proceedings of the 37th International Conference on Machine Learning, 2020

2019
Input-Output Equivalence of Unitary and Contractive RNNs.
[BibTeX]
[DOI]
Melikasadat Emami
,
Mojtaba Sahraee-Ardakan
,
Sundeep Rangan
,
Alyson K. Fletcher
Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019


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