Presentation at IBM

Publications and projects:

• M. Hasan, H. Sang, Convergence rates of f-divergences metrics for generative adversarial networks (GANs) estimator, (In process to submit).

• M. Hasan, H. Sang, Error analysis for generative adversarial networks (GANs), JMLR (submitted), https://arxiv.org/abs/2310.15387 

•   M. Hasan, The objective function equality property of infoGAN for two-layer network, Frontiers in Theoretical Computer Science, http://arxiv.org/abs/2310.00443.

•  M. Hasan, J. Bentley Data scaling analysis for Poisson and gamma generalized linear model, (In process).

• Haasan, J. Bentley, K. Bhattacharya, a Geographically weighted regression model for point data with application in health science, (in progress) (2024+). 

• F. Alamgir, Md. F. Hossain, Md. S. Hossain, M. Hasan, Socio-economic status and pregnancy complications and its impact on antenatal care services provided at home and Upazila Health Complex, Heliyon, Cell Press, (under review 2024+). 

• Amazon Plant-Derived Compounds Suppressing Dengue NS5 Protein: Insights from Computational Drug Development and Network Pharmacology Approach, journal ChemistrySelect, 2024 (Accepted). 

• El-Awady Attia, Md Maniruzzaman Miah, Abu Sayeed Arif, Ali AlArjani, Mahmud Hasan and Md Sharif Uddin, A Novel Model for Economic Recycle Quantity with Two-Level Piecewise Constant Demand and Shortages, Computation (2024). 

• M. Hasan, G. Wathodkar, M. Muia, ARMA model development and analysis for global temperature uncertainty, Frontiers in Astronomy and Space Sciences - Astrostatistics, Volume 10, (2023). https://www.frontiersin.org/articles/10.3389/fspas.2023.1098345/full 

• M. Hasan, S. Hossain, M. Kaosar Ahamed, Md. S. Uddin, sustainable way of choosing effective electronic devices using fuzzy TOPSIS method, American Academic Scientific Research Journal for Engineering, Technology, and Sciences (ASRJETS), Vol 35, Issue 1, P.342-351 (2017).  https://asrjetsjournal.org/index.php/American_Scientific_Journal/article/view/3333

• S. Hossain, S. Akter, M. Hasan, EVD Outbreak-2014: burden of the disease and comprehensive steps in preventing the epidemic, Journal of Applied Mathematics, Scientific Research Publishing, Vol 8, Issue 8, P.1140 (2017). https://www.scirp.org/journal/paperinformation.aspx?paperid=78585

•  M. Hasan, A. Rahman Khan, N. Ghosh, Md. Sharif Uddin, Md. Sharif Uddin, On the development of an algorithm to design layout in facility layout planning problems, Journal of Physical Sciences, Vidyasagar University, Vol 20, P.35-42 (2015). https://www.researchgate.net/publication/351304666_On_Development_of_Algorithm_to_Design_Layout_in_Facility_Layout_Planning_Problems

Conference:

•  Conference Presentation “Convergence rates of f-divergence for GAN estimator”, Joint mathematics meetings (JMM) (January 3-6). 

• Poster Presentation “Convergence rates of f-divergence for GAN estimator”, Deep Math 2023: The Mathematical Theory of Deep Neural Networks, Johns Hopkins University, USA, (16-17 November 2023). 

• Conference Presentation “Convergence rates of f-divergence for GAN estimator”, Joint mathematics meetings (JMM) (upcoming). • Seminar Presentation “ Error analysis of GAN”, Big Data summer school, IBM Research Institute, Almaden, CA, USA, July 21, 2023. 

•  Poster presentation “ Error analysis of GAN”, Machine Learning Theory Summer School, Princeton University, Princeton, NJ, USA, June 27-28, 2023. 

• Conference Presentation “ Error analysis of GAN” American Statistical Association (ASA), Sectional Meeting, School of Public Health, University of Alabama, Birmingham, AL, USA, March 1, 2023. 

•  Participant, Deep Math 2022: The Mathematical Theory of Deep Neural Networks, University of California, San Diego, California, USA, Nov 17-18, 2022.

•  Conference Presentation “ ARMA model development and analysis for global temperature uncertainty” Conference on Statistical Methods for Event Data, University of Alabama, Huntsville, AL, USA, Nov 19, 2022, (Virtual). 

•  Participant, Workshop on Epidemics and Information Diffusion, University of California, Berkeley, October 24 –28, 2022, California, USA, (Virtual). 

• Participant, American Statistical Association (ASA) Sectional Meeting, University of Mississippi Medical Center, Jackson, MS, USA, October 2022.

•  Presentation, Graduate Student Council Research Symposium, University of Mississippi, MS, USA, March 2022.

•   Conference Presentation “Sustainable way of choosing effective electronic devices using fuzzy TOPSIS method” Troy Math Fest 2020, Troy University, Alabama, AL, USA, November 2020. 

•  Conference Presentation “Sustainable way of choosing effective electronic devices using fuzzy TOPSIS method” 18th International Mathematics Conference, Organized by, Bangladesh Mathematical Society (BMS), Dhaka, Bangladesh, December 18-21, 2015.