Melikasadat Emami

Publication Activity (10 Years)

Years Active: 2019-2023
Publications (10 Years): 11

Top Topics

Invariant Representations

Noise Cancellation

High Dimensions

Top Venues

Publications

Golara Ahmadi Azar, Melikasadat Emami, Alyson K. Fletcher, Sundeep Rangan
Estimation of embedding vectors in high dimensions. CoRR (2023)
Golara Ahmadi Azar, Qin Hu, Melikasadat 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 (2023)
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 (2022)
Melikasadat Emami, Dung N. Tran, Kazuhito Koishida
Augmented Contrastive Self-Supervised Learning for Audio Invariant Representations. CoRR (2021)
Melikasadat Emami, Mojtaba Sahraee-Ardakan, Parthe Pandit, Sundeep Rangan, Alyson K. Fletcher
Implicit Bias of Linear RNNs. ICML (2021)
Melikasadat Emami, Mojtaba Sahraee-Ardakan, Parthe Pandit, Sundeep Rangan, Alyson K. Fletcher
Implicit Bias of Linear RNNs. CoRR (2021)
Melikasadat Emami, Mojtaba Sahraee-Ardakan, Parthe Pandit, Sundeep Rangan, Alyson K. Fletcher
Generalization Error of Generalized Linear Models in High Dimensions. CoRR (2020)
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 (2020)
Melikasadat Emami, Mojtaba Sahraee-Ardakan, Parthe Pandit, Sundeep Rangan, Alyson K. Fletcher
Generalization Error of Generalized Linear Models in High Dimensions. ICML (2020)
Melikasadat Emami, Mojtaba Sahraee-Ardakan, Sundeep Rangan, Alyson K. Fletcher
Input-Output Equivalence of Unitary and Contractive RNNs. NeurIPS (2019)
Melikasadat Emami, Mojtaba Sahraee-Ardakan, Sundeep Rangan, Alyson K. Fletcher
Input-Output Equivalence of Unitary and Contractive RNNs. CoRR (2019)