Pooya Tavallali

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 15

Top Topics

Nearest Neighbor

Unsupervised Learning

Expectation Maximization

Top Venues

Multim. Tools Appl.

Publications

Pooya Tavallali, Peyman Tavallali, Mukesh Singhal
Correction: K-means tree: an optimal clustering tree for unsupervised learning. J. Supercomput. 80 (6) (2024)
Pooya Tavallali, Vahid Behzadan, Azar Alizadeh, Aditya Ranganath, Mukesh Singhal
Adversarial Label-Poisoning Attacks and Defense for General Multi-Class Models Based on Synthetic Reduced Nearest Neighbor. ICIP (2022)
Azar Alizadeh, Pooya Tavallali, Vahid Behzadan, Aditya Ranganath, Mukesh Singhal
A Novel Approach for Synthetic Reduced Nearest-Neighbor Leveraging Neural Networks. ICMLA (2022)
Pooya Tavallali, Peyman Tavallali, Mohammad Reza Khosravi, Mukesh Singhal
An EM-based optimization of synthetic reduced nearest neighbor model towards multiple modalities representation with human interpretability. Multim. Tools Appl. 81 (29) (2022)
Azar Alizadeh, Mukesh Singhal, Vahid Behzadan, Pooya Tavallali, Aditya Ranganath
Stochastic Induction of Decision Trees with Application to Learning Haar Trees. ICMLA (2022)
Mohammad Reza Khosravi, Pooya Tavallali
Real-time statistical image and video processing for remote sensing and surveillance applications. J. Real Time Image Process. 18 (5) (2021)
Pooya Tavallali, Vahid Behzadan, Peyman Tavallali, Mukesh Singhal
Adversarial Poisoning Attacks and Defense for General Multi-Class Models Based On Synthetic Reduced Nearest Neighbors. CoRR (2021)
Pooya Tavallali, Peyman Tavallali, Mukesh Singhal
K-means tree: an optimal clustering tree for unsupervised learning. J. Supercomput. 77 (5) (2021)
Hani H. Attar, Ahmad A. A. Solyman, Mohammad Reza Khosravi, Lianyong Qi, Mohammad Alhihi, Pooya Tavallali
Bit and Packet Error Rate evaluations for Half-Cycle stage cooperation on 6G wireless networks. Phys. Commun. 44 (2021)
Pooya Tavallali, Peyman Tavallali, Mohammad Reza Khosravi, Mukesh Singhal
Interpretable Synthetic Reduced Nearest Neighbor: An Expectation Maximization Approach. ICIP (2020)
Pooya Tavallali, Mehran Yazdi, Mohammad Reza Khosravi
A Systematic Training Procedure for Viola-Jones Face Detector in Heterogeneous Computing Architecture. J. Grid Comput. 18 (4) (2020)
Ahmad A. A. Solyman, Hani H. Attar, Mohammad Reza Khosravi, Varun G. Menon, Alireza Jolfaei, Venki Balasubramanian, Buvana Selvaraj, Pooya Tavallali
A Low-Complexity Equalizer for Video Broadcasting in Cyber-Physical Social Systems Through Handheld Mobile Devices. IEEE Access 8 (2020)
Hani H. Attar, Ahmad A. A. Solyman, Abd-Elnaser Fawzy Mohamed, Mohammad Reza Khosravi, Varun G. Menon, Ali Kashif Bashir, Pooya Tavallali
Efficient equalisers for OFDM and DFrFT-OCDM multicarrier systems in mobile E-health video broadcasting with machine learning perspectives. Phys. Commun. 42 (2020)
Pooya Tavallali, Mehran Yazdi, Mohammad Reza Khosravi
Robust cascaded skin detector based on AdaBoost. Multim. Tools Appl. 78 (2) (2019)
Miguel Á. Carreira-Perpiñán, Pooya Tavallali
Alternating optimization of decision trees, with application to learning sparse oblique trees. NeurIPS (2018)