Effects of changing in the neck circumference during sleep on snoring sound characteristics. - Shumit Saha; Mahsa Taheri; Zahra Mossuavi; Azadeh Yadollahi (EMBC, 2015)

Discriminative Fuzzy C-Means as a Large Margin Unsupervised Metric Learning Algorithm. - Zahra Moslehi; Mahsa Taheri; Abdolreza Mirzaei; Mehran Safayani (IEEE Trans. Fuzzy Syst., 2018)

A self-adaptive local metric learning method for classification. - Mahsa Taheri; Zahra Moslehi; Abdolreza Mirzaei; Mehran Safayani (Pattern Recognit., 2019)

Statistical guarantees for regularized neural networks. - Mahsa Taheri; Fang Xie; Johannes Lederer (Neural Networks, 2021)

Statistical Guarantees for Approximate Stationary Points of Simple Neural Networks. - Mahsa Taheri; Fang Xie; Johannes Lederer (CoRR, 2022)

Balancing Statistical and Computational Precision: A General Theory and Applications to Sparse Regression. - Mahsa Taheri; Néhémy Lim; Johannes Lederer (IEEE Trans. Inf. Theory, 2023)

Statistical guarantees for regularized (approximate) estimators in machine learning. - Mahsa Taheri (2023)

How many samples are needed to train a deep neural network? - Pegah Golestaneh; Mahsa Taheri; Johannes Lederer (ICLR, 2025)

Regularization can make diffusion models more efficient. - Mahsa Taheri; Johannes Lederer (CoRR, 2025)