Melikasadat Emami

According to our database, Melikasadat Emami authored at least 13 papers between 2019 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

A Survey on Haptics: Communication, Sensing and Feedback.

Melika Emami, Amirhossein Bayat, Rahim Tafazolli, Atta ul Quddus

IEEE Commun. Surv. Tutorials, June, 2025

Zero-shot Medical Event Prediction Using a Generative Pre-trained Transformer on Electronic Health Records.

Ekaterina Redekop, Zichen Wang, Rushikesh Kulkarni, Mara Pleasure, Aaron Chin, Hamid Reza Hassanzadeh, Brian L. Hill, Melika Emami, William Speier, Corey W. Arnold

CoRR, March, 2025

Effects of Linear Modulation of Electrotactile Signals Using a Novel Device on Sensation Naturalness and Perceptual Intensity.

Amirhossein Bayat, Melika Emami, Rahim Tafazolli, Atta ul Quddus

CoRR, February, 2025

2024

LLMs in Biomedicine: A study on clinical Named Entity Recognition.

Masoud Monajatipoor, Jiaxin Yang, Joel Stremmel, Melika Emami, Fazlolah Mohaghegh, Mozhdeh Rouhsedaghat, Kai-Wei Chang

CoRR, 2024

Learning Embedding Representations in High Dimensions.

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.

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.

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.

Mojtaba Sahraee-Ardakan, Melikasadat Emami, Parthe Pandit, Sundeep Rangan, Alyson K. Fletcher

CoRR, 2022

2021

Augmented Contrastive Self-Supervised Learning for Audio Invariant Representations.

Melikasadat Emami, Dung N. Tran, Kazuhito Koishida

CoRR, 2021

Implicit Bias of Linear RNNs.

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.

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.

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.

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