Alternating optimization of decision trees, with application to learning sparse oblique trees. - Miguel Á. Carreira-Perpiñán; Pooya Tavallali (NeurIPS, 2018)

Robust cascaded skin detector based on AdaBoost. - Pooya Tavallali; Mehran Yazdi; Mohammad Reza Khosravi (Multim. Tools Appl., 2019)

Interpretable Synthetic Reduced Nearest Neighbor: An Expectation Maximization Approach. - Pooya Tavallali; Peyman Tavallali; Mohammad Reza Khosravi; Mukesh Singhal (ICIP, 2020)

A Low-Complexity Equalizer for Video Broadcasting in Cyber-Physical Social Systems Through Handheld Mobile Devices. - Ahmad A. A. Solyman 001; Hani H. Attar; Mohammad Reza Khosravi; Varun G. Menon; Alireza Jolfaei; Venki Balasubramanian; Buvana Selvaraj; Pooya Tavallali (IEEE Access, 2020)

A Systematic Training Procedure for Viola-Jones Face Detector in Heterogeneous Computing Architecture. - Pooya Tavallali; Mehran Yazdi; Mohammad Reza Khosravi (J. Grid Comput., 2020)

Efficient equalisers for OFDM and DFrFT-OCDM multicarrier systems in mobile E-health video broadcasting with machine learning perspectives. - Hani H. Attar; Ahmad A. A. Solyman 001; Abd-Elnaser Fawzy Mohamed; Mohammad Reza Khosravi; Varun G. Menon; Ali Kashif Bashir; Pooya Tavallali (Phys. Commun., 2020)

Adversarial Poisoning Attacks and Defense for General Multi-Class Models Based On Synthetic Reduced Nearest Neighbors. - Pooya Tavallali; Vahid Behzadan; Peyman Tavallali; Mukesh Singhal (CoRR, 2021)

Real-time statistical image and video processing for remote sensing and surveillance applications. - Mohammad Reza Khosravi; Pooya Tavallali (J. Real Time Image Process., 2021)

Bit and Packet Error Rate evaluations for Half-Cycle stage cooperation on 6G wireless networks. - Hani H. Attar; Ahmad A. A. Solyman 001; Mohammad Reza Khosravi; Lianyong Qi; Mohammad Alhihi; Pooya Tavallali (Phys. Commun., 2021)

K-means tree: an optimal clustering tree for unsupervised learning. - Pooya Tavallali; Peyman Tavallali; Mukesh Singhal (J. Supercomput., 2021)

Expectation Maximization Algorithm for Optimization of Piecewise-constant Models and Their Applications - Pooya Tavallali (2021)

Adversarial Label-Poisoning Attacks and Defense for General Multi-Class Models Based on Synthetic Reduced Nearest Neighbor. - Pooya Tavallali; Vahid Behzadan; Azar Alizadeh; Aditya Ranganath; Mukesh Singhal (ICIP, 2022)

Stochastic Induction of Decision Trees with Application to Learning Haar Trees. - Azar Alizadeh; Mukesh Singhal; Vahid Behzadan; Pooya Tavallali; Aditya Ranganath (ICMLA, 2022)

A Novel Approach for Synthetic Reduced Nearest-Neighbor Leveraging Neural Networks. - Azar Alizadeh; Pooya Tavallali; Vahid Behzadan; Aditya Ranganath; Mukesh Singhal (ICMLA, 2022)

An EM-based optimization of synthetic reduced nearest neighbor model towards multiple modalities representation with human interpretability. - Pooya Tavallali; Peyman Tavallali; Mohammad Reza Khosravi; Mukesh Singhal (Multim. Tools Appl., 2022)

Correction: K-means tree: an optimal clustering tree for unsupervised learning. - Pooya Tavallali; Peyman Tavallali; Mukesh Singhal (J. Supercomput., 2024)