Mahsa Taheri

According to our database, Mahsa Taheri authored at least 9 papers between 2015 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2025

Regularization can make diffusion models more efficient.

Mahsa Taheri, Johannes Lederer

CoRR, February, 2025

How many samples are needed to train a deep neural network?

Pegah Golestaneh, Mahsa Taheri, Johannes Lederer

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

2023

Statistical guarantees for regularized (approximate) estimators in machine learning.

Mahsa Taheri

PhD thesis, 2023

Balancing Statistical and Computational Precision: A General Theory and Applications to Sparse Regression.

Mahsa Taheri, Néhémy Lim, Johannes Lederer

IEEE Trans. Inf. Theory, 2023

2022

Statistical Guarantees for Approximate Stationary Points of Simple Neural Networks.

Mahsa Taheri, Fang Xie, Johannes Lederer

CoRR, 2022

2021

Statistical guarantees for regularized neural networks.

Mahsa Taheri, Fang Xie, Johannes Lederer

Neural Networks, 2021

2019

A self-adaptive local metric learning method for classification.

Mahsa Taheri, Zahra Moslehi, Abdolreza Mirzaei, Mehran Safayani

Pattern Recognit., 2019

2018

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

2015

Effects of changing in the neck circumference during sleep on snoring sound characteristics.

Shumit Saha, Mahsa Taheri, Zahra Mossuavi, Azadeh Yadollahi

Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015