Papers
-
Conformal Regression under Distribution Shift: A Reinforcement Learning Method for Adaptive Uncertainty Quantification (2025)
Y Zhao, W Zhang, MR Pebes-Trujillo, J Liu, H Wei, WYB Lim
openreview: link -
Harnessing Smartphone RGB Imagery and LiDAR Point Cloud for Enhanced Leaf Nitrogen and Shoot Biomass Assessment - Chinese Spinach as a Case Study (2025)
A. Harikumar, I. Shenhar, M. R. Pebes-Trujillo, L. Qin, M. Moshelion, J. He, K. W. Ng, M. Gavish, I. Herrmann
Frontiers in Plant Science, Volume 16 | doi: 10.3389/fpls.2025.1592329 -
Analysis of Fingerprint Aging Using SALDI-MS with Fatty Acid-Functionalized Iron Oxide Dusting Powders (2025)
L. Y. Yeoh, S. S. Adav, M. R. Pebes-Trujillo, K. W. Ng
Analyst (Submitted) -
Ranking of Multi-Response Experiment Treatments (2024)
M. R. Pebes-Trujillo, I. Shenhar, A. Harikumar, I. Herrmann, M. Moshelion, K. W. Ng, M. Gavish
arXiv preprint | doi: 10.48550/arXiv.2410.17604 -
Nitrogen ionome dynamics on leafy vegetables in tropical climate (2024)
I. Shenhar, A. Harikumar, M. R. Pebes-Trujillo, L. Qin, M. I. Setyawati, T. David, J. He, I. Herrmann, K. W. Ng, M. Gavish, M. Moshelion
bioRxiv preprint | doi: 10.1101/2024.10.17.618770 -
Smartphone Lidar Reliably Estimates Leaf Nitrogen Concentration and Shoot Biomass on Leafy Vegetable Crops (2024)
A. Harikumar, I. Shenhar, M. R. Pebes-Trujillo, L. Qin, M. Moshelion, J. He, K. W. Ng, M. Gavish, I. Herrmann
[Conference Proceeding] IGARSS 2024 - 2024 IEEE International Geoscience and Remote Sensing Symposium | doi: 10.1109/IGARSS53475.2024.10642944
-
Bayesian Methods for Crop Trait Optimization in Precision Agriculture Research (Jun. 2025)
Poster at the 14th Conference on Bayesian Nonparametrics (BNP 14)
Organizer: International Society for Bayesian Analysis (ISBA). University of California, Los Angeles, CA, USA -
Bayesian Ranking of Treatments for Experiment Evaluation and Feedback Intervention (Jun. 2025)
Poster at the 4th Conference on Bayesian Computation (BayesComp 2025)
Organizer: International Society for Bayesian Analysis (ISBA). National University of Singapore, Singapore -
Crop Trait Optimization via Precision Agriculture: Bridging Machine Learning and Food Security (Jan. 2025)
Poster at the Global Young Scientists Summit (GYSS 2025)
Organizer: National Research Foundation (NRF). National University of Singapore, Singapore -
AI for Business Sustainability (Oct. 2024)
Invited Speaker at Association of Women Entrepreneurs of Peru
@Online event based in Lima, Peru -
Hidden-Hierarchy Reconstruction from Bipartite Networks (Jul. 2021)
Contributed Speaker at conference Networks 2021: A Joint Sunbelt and NetSci Conference
Organizer: IU Network Science Institute. @Online event based in Bloomington, IN, USA. -
Burst Detection in Call Trains for Identifying Fraud in Telecommunications (May 2019)
Poster at the Symposium on Data Science & Statistics (SDSS 2019)
Organizer: American Statistical Association (ASA) and IFNA. Bellevue, WA, USA
-
Inference of Hidden Hierarchies From Observable Networks (2023)
Ph.D. Thesis
-
An Application of Discrete Time Survival Models to Analyze Student Dropouts at a Private University in Peru (2015)
M.S. Thesis
Last update: February 13, 2025.