Home / Faculty / Neri, Marrick

Neri, Marrick

Associate Professor
RoomMath Building 217

Research Interests
Optimization. Image Processing.
Academic Groups
  • Education
    • Ph.D. Mathematics (2008)
      University of the Philippines Diliman

      Dissertation: Primal-Dual Methods using L1 and L2 Total Variation Regularization with Applications in Image Denoising
      Adviser: Prof. Michael Hintermueller (University of Graz, Austria) and Dr. Jose Ernie Lope (University of the Philippines Diliman)

    • M.S. Applied Mathematics (Operations Research) (2000)
      University of the Philippines Diliman

      Thesis: Decomposition-Metaheuristic Method Applied to a Capacitated Facility Location Problem
      Adviser: Dr. Augusto Hermosilla (University of the Philippines Diliman)

    • B.S. Mathematics (1996), cum laude
      University of the Philippines Diliman
  • Teaching

    Second Semester, AY 2023-2024

    • Math 281: Nonlinear programming
    • Math 22: Calculus 2

    First Semester, AY 2023-2024

    • Math 10: Mathematics, Culture, and Society
    • Math 21: Calculus 1

    Subjects Taught

    • Operations Research, Linear Programming, Nonlinear Programming, Numerical Optimization, Linear Algebra, Probability and Statistics, Calculus, and Mathematics, Culture, and Society

    Advising

    • In Progress
    1. Cesar Natalio Jr., MS Applied Mathematics
    • Graduated, PhD Mathematics
    1. Valentine Blez Lampayan. Regularized nonsmooth variation models for image processing with an application in blind deconvolution for point spread function calibration. 2024
    • Graduated, MS Applied Mathematics
    1. Manongas, Leah Charisse. Emergency Shelter Selection Models with Modification on Transfer Capability and Evacuation Distance Minimization. 2021
    2. Alas, Rose Anne D.C. A fusion of land TVq models in image processing. 2018
    3. Bibal, Allen O. Optimization of inter-terminal passenger transport. 2018
    4. Castor, Kent A. A study on variable queue length and speed limit on toll plaza. 2018
    5. Yacat, Abigail B. Conjugate gradient method for support vector machines with nonquadratic regularization. 2018
    6. Go, Jeffrey Kenneth. Variants of the AdaBoost algorithm based on Fenchel duality. 2017
    7. Basco, Therese Anne G. A heuristic spline interpolation method on signal and image denoising. 2016
    8. Brillantes, Maryene B. A TVmodel for image segmentation. 2016
    9. Concepcion, Rachel Anne G. L1-TV based image inpainting with denoising using interior point method. 2016
    10. Del Rosario, Nicole Marie T. A modified variational model for restoring images with multiplicative noise. 2016
    11. Mojica, Mia Carmela S. A VU algorithm for L1 total variation based image denoising. 2013.
    12. Zara, Esmeraldo Ronnie Rey. A regularized total variation model and primal and dual solutions in image inpainting. 2012.
    13. Cubero, Rey Bryan M. Optimal Continuous Review Inventory Policy for a Three-stage Serial System. 2011.
    14. De Lara, Mark Lexter D. Heuristic approaches in solving population assignment in grids with neighborhood constraints and a total variation cost. 2011.
    15. Villacrusis, Baltazar P. Three-stage Periodic Inventory System with Decay and Stochastic Demand. 2011.
    16. Oliveros, Annie Lyn T., An Evolutionary Approach to L1 TV Image Processing. 2010.
    • Graduated, BS Mathematics
    1. Diano, Giovanni R. Mathematical models of relaxed versions of a multiplayer online battle arena. 2019
    2. Torres, Eunice C. A study on optimal pricing on inventory with decay. 2018
    3. Pangilinan, Philippe Joshua T. A numerical comparison of the mean absolute deviation model and the mean variance model in portfolio optimization. 2018
    4. Anasarias, Joash T. Image restoration using interior point method. 2017
    5. Israel, Ramdass Krisnaji P. Barrier methods on a multicommodity network flow with arc capacities. 2016
    6. Baluyot, Jon David Vincent B. Iterative solutions to discrete-time optimal control problems. 2015
    7. Exconde, Marvee. Bat algorithm using gradient-based methods for the local search. 2015
    8. Varela, Jiezalyl. An optimization on MRT crew scheduling problem using simulated annealing. 2015
    9. Gutierrez, Amanda. Optimization of clearance sales with forecasted demand rates. 2014
    10. Uy, Edric Bryce L. Image denoising and segmentation using a variational level set method. 2014
    11. Sibal, Jeckah Ymari L. A cutting plane algorithm for job shop scheduling. 2014
    12. Mesina, Pamela Gem M. Linearized Bregman algorithms and the basis pursuit problem. 2014
    13. Silvestre, Michelle B. Bregman algorithm for inverse problems in image reconstruction. 2013
    14. Cabral, Kainzel Joice P. Application of optimal search theory for a search and rescue effort. 2013
    15. Reyes, Alexandra Beatrice L., Fuzzy optimization of a solid waste management problem. 2012
    16. Dalisay, Dorothy D., Optimizing s supplier-arms race model using an interior point method. 2012
    17. Quendangan, Aileen C., Singular value decomposition in image deblurring. 2012
    18. Humawid, Ernst Jhon, Optimization of a real power and reactive power, 2011
    19. Mojica, Mia Carmela S., Total Variation-Based Image Denoising and Deblurring Using a Primal-Dual Algorithm, 2010.
    20. Padua, Katrina Gabrielle C., A Range on the Thrifty Policy for Non-Preemptive Processing of Jobs with Increasing Cost, 2010.
    21. Pontanilla, Stephanie Faye C., Student Project Allocation: An Application of Ant Colony Optimization, 2010.
    22. Velasco, Arrianne Crystal T., A Modification of the EPQ Model for Perishable Products with Inventory-Dependent Demand, 2010.
    23. Abelado, Breferjane G., Hybridization of Simulated Annealing Variants Applied on Benders Decomposition to Solve a Capacitated Facility Location Problem, 2002.
    24. De Jesus, Ma. Rosario, Benders Decomposition with Genetic Algorithm Applied to a Classical Capacitated Facility Location Problem, 2002.
    25. Trovela, Arianlen M., Regression Analysis on the Simulated Annealing Parameters of the Decomposition-Metaheuristic Method, 2002.
  • Publications
    • Articles
    1. Lampayan, V.B., Neri, M. (2024) Nonconvex TVq model with l1 fidelity term in image restoration. SciEnggJ, 17(1): 18-26.
    2. Castor, K.C., Neri, M. (2023) A study on variable queue length and speed limit on toll plaza (one-lane type case). Operational Research in Engineering Sciences: Theory and Applications, 6(4): 86-103.
    3. Mojica, M.C., Neri, M. (2023) VU-algorithm for l1 total variation models. Matimyas Matematika, 46(1): 1-21.
    4. Basco-Uy, T.A., Neri, M. (2020) A heuristic spline interpolation method on signal denoising, Philippine Computing Journal, 15(1): 1-11.
    5. Neri, M., Sy Piecco, M. (2018) A TVq model for segmenting noisy images. Philippine Journal of Natural Science., 23:48-58.
    6. Del Rosario, N., Neri, M. (2018) Analyses on a modified inexact primal-dual method for removing multiplicative noise. Philippine Computing Journal, 13(2):9-16.
    7. Neri M. (2017) Split Bregman Iterations on Regularized L1 Total Variation Models, Philippine Computing Journal, 12(2): 20-27.
    8. Neri, M., Zara, E.R.R. (2015) Simultaneous image inpainting and denoising with TV-based active set method, Proceedings of the 10th Taiwan-Philippines Symposium on Analysis (revised), Airiti Press, 205-212.
    9. Neri, M., Villacrusis, B. (2015) Solving the optimal three-stage periodic inventory policy using an algorithm coded in C#. Philippine Computing Journal, Vol. 9 No. 2, 33-37.
    10. Neri, M., Zara, E.R.R. (2014) Total variation-based image inpainting and denoising using a primal-dual active set method, Philippine Science Letters, vol. 7, no. 1, 97-103.
    11. Neri, M., Zara, E.R.R. (2012) An active set method in total variation based image inpainting. Philippine Computing Journal, 7(2): 38-42.
    12. Neri, M. (2011) A path-following method for the total variation inverse problem, Matimyas Matematika, Vol. 32 Nos. 1-2, 145-150.
    13. Dong, Y., Hintermüller, M., Neri, M. (2009) An efficient primal-dual method for L1 TV image restoration. SIAM Journal in Imaging Science, Vol. 2, No. 4, 1168-1189.
    14. Oliveros, A.L., Neri, M. (2010) An evolutionary approach to image denoising using a regularized L1 TV model. International Journal of Advanced Research in Computer Science, Vol. 1, No. 3, 102-105.
    15. Neri. M. (2009) VU decomposition method on L2 total variation image denoising. In Proceedings of the 5th Asian Mathematical Conference (Malaysia).
    16. Neri, M., Hintermüller, M. (2007) A primal-dual island search method for TV-based image restoration. In Proceedings of the 7th Sino-Philippine symposium in mathematics, Matimyas Matematika, 30(2-3): 103-112.
    17. Neri, M., Hermosilla, A. (2002) Decomposition-metaheuristic method applied to a capacitated facility location problem. Proceedings of the Third Asian Mathematical Conference, World Scientific.
    • Proceedings
    1. Alas, R.A., Neri, M. (2020) A nonconvex model in restoring images degraded with Gaussian noise and impulse noise, Proceedings of the 20th Philippine Computing Science Congress, 110-117.
    2. Neri, M., Sy Piecco, M. (2018) A regularized nonconvex model for image segmentation, Proceedings of the 18th Philippine Computing Science Congress, 128-135.
    3. Del Rosario, N., Neri, M. (2017) A modified inexact primal-dual method for removing multiplicative noise, Proceedings of the 17th Philippine Computing Science Congress, 283-287.
    4. Neri, M. (2016) A C2-Huberized nonconvex TVq model for image restoration, Proceedings of the 16th Philippine Computing Science Congress, 237-242.
    5. Neri, M. (2015) A split Bregman method for removing impulse noise, Proceedings of the 15th Philippine Computing Science Congress.
    6. Concepcion, R.A., Neri, M. (2015) Minimization of a restricted l1 TV model by interior point method, Proceedings of the 15th Philippine Computing Science Congress.
    7. Neri, M., Zara, E.R.R. (2012) An active set method in image inpainting. World Academy of Science, Engineering, and Technology, Bali, Indonesia vol. 6, no. 10, 743-746.
    8. Neri, M. (2011) Modified Total Variation Models in Image Denoising. Proceedings of the 11th Philippine Computing Science Congress.
    9. Neri, M. (2010) An active set method with central measure on removing impulse noise. In Proceedings of the 6th IMT-GT International Conference on Mathematics, Statistics and its Applications (Malaysia)
    10. Padua, K.G., Neri, M. (2010) A bound on the thrifty policy for non-preemptive processing of jobs with increasing cost. In Proceedings of the 6th IMT-GT International Conference on Mathematics, Statistics and its Applications (Malaysia) 2010
    11. Neri, M. (2010) A primal-dual method for L1 TV image denoising. In Proceedings of the 8th Sino-Philippine symposium in analysis, Tunghai University, Taichung, Taiwan.
    12. Neri, M. (2010) Total variation based image denoising and deblurring using a primal-dual algorithm. Proceedings of the 5th National Symposium on Mathematical Aspects of Computer Science (Philippines).
    13. Neri, M. (2010) An active set method on removing salt and pepper noise. In Proceedings of the 10th Philippine Computing Science Congress.
    14. Neri, M. (2009) L1 total variation primal-dual active set method with conjugate gradients for image denoising. In Proceedings of the 9th Philippine Computing Science Congress.
    15. Neri, M. (2008) The primal-dual island search method on a convergent algorithm for TV-based image restoration. In Proceedings of the 4th  Symposium on the Mathematical Aspects of Scientific Computing (Philippines).
    • Textbook
    1. Ibañez, E., Neri, M., Nepomuceno, R., Buenaventura, E., Dela Cruz, S., Adraneda, B. (2012) Business Mathematics, Jimczyville Publications, Malabon City, Philippines.