Input-Output Equivalence of Unitary and Contractive RNNs. - Melikasadat Emami; Mojtaba Sahraee-Ardakan; Sundeep Rangan; Alyson K. Fletcher (NeurIPS, 2019)

Generalization Error of Generalized Linear Models in High Dimensions. - Melikasadat Emami; Mojtaba Sahraee-Ardakan; Parthe Pandit; Sundeep Rangan; Alyson K. Fletcher (ICML, 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)

Implicit Bias of Linear RNNs. - Melikasadat Emami; Mojtaba Sahraee-Ardakan; Parthe Pandit; Sundeep Rangan; Alyson K. Fletcher (ICML, 2021)

Augmented Contrastive Self-Supervised Learning for Audio Invariant Representations. - Melikasadat Emami; Dung N. Tran; Kazuhito Koishida (CoRR, 2021)

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)

A Deep Learning Sequential Decoder for Transient High-Density Electromyography in Hand Gesture Recognition Using Subject-Embedded Transfer Learning. - Golara Ahmadi Azar; Qin Hu 004; Melika Emami; Alyson K. Fletcher; Sundeep Rangan; Seyed Farokh Atashzar (CoRR, 2023)

Estimation of embedding vectors in high dimensions. - Golara Ahmadi Azar; Melika Emami; Alyson K. Fletcher; Sundeep Rangan (CoRR, 2023)

Learning Embedding Representations in High Dimensions. - Golara Ahmadi Azar; Melika Emami; Alyson K. Fletcher; Sundeep Rangan (CISS, 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)

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, 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, 2025)

A Survey on Haptics: Communication, Sensing and Feedback. - Melika Emami; Amirhossein Bayat; Rahim Tafazolli; Atta ul Quddus (IEEE Commun. Surv. Tutorials, 2025)