Dr.Irsa Sajjad
Lecturer - AI Faculty
|
Degree |
University |
Year |
|
PhD |
Central South University, Changsha, China |
2024 |
|
University |
Designation |
Department |
From |
To |
Duration |
|
National University of Modern Languages, Islamabad |
Lecturer |
Mathematics |
Sep, 2024 |
todate |
2 years |
|
The University of Lahore, Islamabad Campus |
Lecturer |
Management Sciences |
Mar, 2018 |
July, 2020 |
2.5 Years |
|
NUCES Fast University |
Visiting Lecturer |
Computer Science |
Augus, 2018 |
March, 2019 |
6 months |
|
Authors’ Name |
Paper Title |
Conference /Journal |
Venue |
Volume, Pages, Year of Publication |
||
|
Irsa Sajjad *, Osama Alamri, Maria Malik, Marwan H. Alhelali |
Quantum-Inspired Stochastic Geometric Hyperstate Optimization for Explainable Deep Neural Learning under Nonlinear Manifold Dynamics |
Journal |
AIMS Mathematics |
2026
|
||
|
Irsa Sajjad *, Mashail Al Sobhi |
|
Journal |
AIMS Mathematics |
11(1): 243-271, 2026. |
||
|
Irsa Sajjad *, Huda M. Alshanbari, Mohammed M. A. Almazah, HANEN LOUATI, Sana Rauf |
Adaptive Grover-Driven Optimization for Quantum-Inspired Deep Learning: A Gradient-Free Training Framework |
Journal |
AIMS Mathematics |
10(11), 26568-26592, 2025. |
||
|
Irsa Sajjad*, Maria Malik |
A hierarchical Bayesian discrete-continuous mixture model with nested Dirichlet processes. Statistics, 1-34. |
Journal |
Statistics |
1-34, 2026 |
||
|
Javid Dar, Irsa Sajjad & Tamboli |
A Comparative Analysis of Entropy Measures for Exponentiated Exponential and Truncated Exponentiated Exponential Distributions |
Journal |
European Journal of Pure and Applied Mathematics |
18(2), 5796-5796, 2025 |
||
|
Nafisah, I. A., Irsa Sajjad, Alshahrani, M. A., Alamri, O. A., Almazah, M. M., & Dar, J. G. |
Statistical Predictive Hybrid Choice Modeling: Exploring Embedded Neural Architecture |
Journal |
Mathematics, |
12(19), 3115, 2024 |
||
|
Irsa Sajjad, Nafisah, I. A., Almazah, M. M., Alamri, O. A., & Dar, J. G. |
A Symmetrical Analysis of Decision Making: Introducing the Gaussian Negative Binomial Mixture with a Latent Class Choice Model. |
Journal |
Symmetry, |
16(7), 908, 2024 |
||
|
Shahzad, U., Al-Noor, N. H., Hanif, M., Irsa Sajjad, & Muhammad Anas, M. (2022). |
Imputation based mean estimators in case of missing data utilizing robust regression and variance-covariance matrices. |
Journal |
Communications in Statistics-Simulation and Computation |
51(8), 4276-4295, 2022 |
||
|
Shahzad, U., Al-Noor, N. H., Hanif, M., & Irsa Sajjad. |
An exponential family of median based estimators for mean estimation with simple random sampling scheme. |
Journal |
Communications in Statistics-Theory and Methods |
50(20), 4890-4899, 2021 |
||
|
Gulzar, R., Irsa Sajjad, Bhat, M. Y., & REHMAN, S. U. |
(2023). Simple Ranked Sampling Scheme: Modification and Application in the Theory of Estimation of Erlang Distribution. |
Journal |
Journal of applied mathematics & informatics |
41(2), 449-468, 2023 |
||
|
Aijaz, M., Dar, J. G., Almanjahie, I. M., & Irsa Sajjad |
Mathematical Simulation and Numerical Computation of the Temperature Profiles in the Peripherals of Human Brain during the Tepid Sponge Treatment to Fever. |
Journal |
Computational and Mathematical Methods in Medicine |
(1), 2658095, 2022 |
||
|
Irsa Sajjad |
Classes of ordinary differential equations: Exponentiated exponential Pareto distribution |
Journal |
International Journal of Statistics and Applied Mathematics |
1, 2658095, 2022 |
||
|
Irsa Sajjad |
A New Family of Robust Regression Estimators Utilizing Robust Regression Tools & Supplementary Attributes
|
Journal |
Journal of Statistics in Transition New Series. |
2021 |
ResearchGate
https://www.researchgate.net/profile/Irsa-Sajjad?ev=hdr_xprf&_tp=eyJjb250ZXh0Ijp7ImZpcnN0UGFnZSI6InNlYXJjaCIsInBhZ2UiOiJzZWFyY2giLCJwb3NpdGlvbiI6Imdsb2JhbEhlYWRlciJ9fQ
International Conferences:
- Building a Career Reputation via Peeref and other venues, Oct 12, 2023(LetPub Learning Nexus)
- Data Analysis using SPSS, Making Tables, Graphs and Calculating summary measures (Pioneer Journal of Biostatistics and Medical Research), 2022
- Data Entry using SPSS April 3, 2023, 2nd International Conference of Mathematics and its Applications organized by the Department of Mathematics, College of Science at King Khalid University, Abha-KSA. (19-20 Oct 2021)
- International Webinar on “Regression Techniques using Python (20 Sep. 2020)
National Conferences:
- ECODEP Conference organized by Dr. Paul Doukhan Universite DeCERGY-PONTOISE (Sep. 09-11, 2020) 15th Islamic Countries Conference on Statistical Sciences, Lahore Pakistan (Dec. 21-24, 2019)
- National Graduate Conference- Allama Iqbal Open University Islamabad (March 15-16, 2017)
Statistical Machine Learning
Education
|
Degree |
University |
Year |
|
PhD |
Central South University, Changsha, China |
2024 |
Experience
|
University |
Designation |
Department |
From |
To |
Duration |
|
National University of Modern Languages, Islamabad |
Lecturer |
Mathematics |
Sep, 2024 |
todate |
2 years |
|
The University of Lahore, Islamabad Campus |
Lecturer |
Management Sciences |
Mar, 2018 |
July, 2020 |
2.5 Years |
|
NUCES Fast University |
Visiting Lecturer |
Computer Science |
Augus, 2018 |
March, 2019 |
6 months |
Publications
|
Authors’ Name |
Paper Title |
Conference /Journal |
Venue |
Volume, Pages, Year of Publication |
||
|
Irsa Sajjad *, Osama Alamri, Maria Malik, Marwan H. Alhelali |
Quantum-Inspired Stochastic Geometric Hyperstate Optimization for Explainable Deep Neural Learning under Nonlinear Manifold Dynamics |
Journal |
AIMS Mathematics |
2026
|
||
|
Irsa Sajjad *, Mashail Al Sobhi |
|
Journal |
AIMS Mathematics |
11(1): 243-271, 2026. |
||
|
Irsa Sajjad *, Huda M. Alshanbari, Mohammed M. A. Almazah, HANEN LOUATI, Sana Rauf |
Adaptive Grover-Driven Optimization for Quantum-Inspired Deep Learning: A Gradient-Free Training Framework |
Journal |
AIMS Mathematics |
10(11), 26568-26592, 2025. |
||
|
Irsa Sajjad*, Maria Malik |
A hierarchical Bayesian discrete-continuous mixture model with nested Dirichlet processes. Statistics, 1-34. |
Journal |
Statistics |
1-34, 2026 |
||
|
Javid Dar, Irsa Sajjad & Tamboli |
A Comparative Analysis of Entropy Measures for Exponentiated Exponential and Truncated Exponentiated Exponential Distributions |
Journal |
European Journal of Pure and Applied Mathematics |
18(2), 5796-5796, 2025 |
||
|
Nafisah, I. A., Irsa Sajjad, Alshahrani, M. A., Alamri, O. A., Almazah, M. M., & Dar, J. G. |
Statistical Predictive Hybrid Choice Modeling: Exploring Embedded Neural Architecture |
Journal |
Mathematics, |
12(19), 3115, 2024 |
||
|
Irsa Sajjad, Nafisah, I. A., Almazah, M. M., Alamri, O. A., & Dar, J. G. |
A Symmetrical Analysis of Decision Making: Introducing the Gaussian Negative Binomial Mixture with a Latent Class Choice Model. |
Journal |
Symmetry, |
16(7), 908, 2024 |
||
|
Shahzad, U., Al-Noor, N. H., Hanif, M., Irsa Sajjad, & Muhammad Anas, M. (2022). |
Imputation based mean estimators in case of missing data utilizing robust regression and variance-covariance matrices. |
Journal |
Communications in Statistics-Simulation and Computation |
51(8), 4276-4295, 2022 |
||
|
Shahzad, U., Al-Noor, N. H., Hanif, M., & Irsa Sajjad. |
An exponential family of median based estimators for mean estimation with simple random sampling scheme. |
Journal |
Communications in Statistics-Theory and Methods |
50(20), 4890-4899, 2021 |
||
|
Gulzar, R., Irsa Sajjad, Bhat, M. Y., & REHMAN, S. U. |
(2023). Simple Ranked Sampling Scheme: Modification and Application in the Theory of Estimation of Erlang Distribution. |
Journal |
Journal of applied mathematics & informatics |
41(2), 449-468, 2023 |
||
|
Aijaz, M., Dar, J. G., Almanjahie, I. M., & Irsa Sajjad |
Mathematical Simulation and Numerical Computation of the Temperature Profiles in the Peripherals of Human Brain during the Tepid Sponge Treatment to Fever. |
Journal |
Computational and Mathematical Methods in Medicine |
(1), 2658095, 2022 |
||
|
Irsa Sajjad |
Classes of ordinary differential equations: Exponentiated exponential Pareto distribution |
Journal |
International Journal of Statistics and Applied Mathematics |
1, 2658095, 2022 |
||
|
Irsa Sajjad |
A New Family of Robust Regression Estimators Utilizing Robust Regression Tools & Supplementary Attributes
|
Journal |
Journal of Statistics in Transition New Series. |
2021 |
ResearchGate
https://www.researchgate.net/profile/Irsa-Sajjad?ev=hdr_xprf&_tp=eyJjb250ZXh0Ijp7ImZpcnN0UGFnZSI6InNlYXJjaCIsInBhZ2UiOiJzZWFyY2giLCJwb3NpdGlvbiI6Imdsb2JhbEhlYWRlciJ9fQ
International Conferences:
- Building a Career Reputation via Peeref and other venues, Oct 12, 2023(LetPub Learning Nexus)
- Data Analysis using SPSS, Making Tables, Graphs and Calculating summary measures (Pioneer Journal of Biostatistics and Medical Research), 2022
- Data Entry using SPSS April 3, 2023, 2nd International Conference of Mathematics and its Applications organized by the Department of Mathematics, College of Science at King Khalid University, Abha-KSA. (19-20 Oct 2021)
- International Webinar on “Regression Techniques using Python (20 Sep. 2020)
National Conferences:
- ECODEP Conference organized by Dr. Paul Doukhan Universite DeCERGY-PONTOISE (Sep. 09-11, 2020) 15th Islamic Countries Conference on Statistical Sciences, Lahore Pakistan (Dec. 21-24, 2019)
- National Graduate Conference- Allama Iqbal Open University Islamabad (March 15-16, 2017)
Interests
Statistical Machine Learning