Pooya Tavallali

According to our database, Pooya Tavallali authored at least 16 papers between 2018 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Correction: K-means tree: an optimal clustering tree for unsupervised learning.

Pooya Tavallali, Peyman Tavallali, Mukesh Singhal

J. Supercomput., April, 2024

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

A Novel Approach for Synthetic Reduced Nearest-Neighbor Leveraging Neural Networks.

Azar Alizadeh, Pooya Tavallali, Vahid Behzadan, Aditya Ranganath, Mukesh Singhal

Proceedings of the 21st IEEE International Conference on Machine Learning and Applications, 2022

Stochastic Induction of Decision Trees with Application to Learning Haar Trees.

Azar Alizadeh, Mukesh Singhal, Vahid Behzadan, Pooya Tavallali, Aditya Ranganath

Proceedings of the 21st IEEE International Conference on Machine Learning and Applications, 2022

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

Proceedings of the 2022 IEEE International Conference on Image Processing, 2022

2021

Expectation Maximization Algorithm for Optimization of Piecewise-constant Models and Their Applications

Pooya Tavallali

PhD thesis, 2021

K-means tree: an optimal clustering tree for unsupervised learning.

Pooya Tavallali, Peyman Tavallali, Mukesh Singhal

J. Supercomput., 2021

Bit and Packet Error Rate evaluations for Half-Cycle stage cooperation on 6G wireless networks.

Hani H. Attar, Ahmad A. A. Solyman, Mohammad Reza Khosravi, Lianyong Qi, Mohammad Alhihi, Pooya Tavallali

Phys. Commun., 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

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

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, Abd-Elnaser Fawzy Mohamed, Mohammad Reza Khosravi, Varun G. Menon, Ali Kashif Bashir, Pooya Tavallali

Phys. Commun., 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

A Low-Complexity Equalizer for Video Broadcasting in Cyber-Physical Social Systems Through Handheld Mobile Devices.

Ahmad A. A. Solyman, Hani H. Attar, Mohammad Reza Khosravi, Varun G. Menon, Alireza Jolfaei, Venki Balasubramanian, Buvana Selvaraj, Pooya Tavallali

IEEE Access, 2020

Interpretable Synthetic Reduced Nearest Neighbor: An Expectation Maximization Approach.

Pooya Tavallali, Peyman Tavallali, Mohammad Reza Khosravi, Mukesh Singhal

Proceedings of the IEEE International Conference on Image Processing, 2020

2019

Robust cascaded skin detector based on AdaBoost.

Pooya Tavallali, Mehran Yazdi, Mohammad Reza Khosravi

Multim. Tools Appl., 2019

2018

Alternating optimization of decision trees, with application to learning sparse oblique trees.

Miguel Á. Carreira-Perpiñán, Pooya Tavallali

Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018