Pedro Chumpitaz-Flores
Pedro Chumpitaz-Flores
Deterministic Algorithms and Trustworthy Analytics (DATA)
IMSE Department
University of South Florida
pedrochumpitazflores [at] usf [dot] edu  | Google Scholar | LinkedinÂ
NEWS
🏆 Scholarship Recipient, Uncertainty in Artificial Intelligence (UAI 2026).
📄 [July, 2026] “Which Directions Matter? Sparse Design for Affine Robust Optimization.” (with M. Duong, J.S Borrero, K. Hua) accepted in UAI 2026. paper 🎉
📄 [July, 2026] “Which Data Preserves Decisions? Counterfactual Audits of Decision Protocols” (with M. Duong, K. Hua) accepted in UAI Workshop CDM 2026. 🎉
🏆 Student Travel Award, IEEE International Conference on Big Data 2025.
📄 [Nov, 2025] “qc-kmeans: A Quantum Compressive K-Means Algorithm for NISQ Devices” (with M. Duong, Y. Mao, K. Hua) accepted in IEEE BigData 2025. paper
📄 [Nov, 2025] “QIBONN: A Quantum Inspired Bilevel Optimizer for Neural Networks on Tabular Classification” (with M. Duong, Y. Mao, K. Hua) accepted in IEEE BigData 2025. paper
🏆 INFORMS 2025 recognition: Runner Up, Data Mining Best Paper Competition (Theoretical track).
🏆 INFORMS 2025 recognition: Honorable Mention, Minority Issues Forum Student Poster Competition.Â
🎤 [Oct, 2025] Presented “A Scalable Global Optimization Algorithm for Constrained Clustering” at the 2025 INFORMS Annual Meeting.
📄 [Oct, 2025] “A Scalable Global Optimization Algorithm for Constrained Clustering” is on arXiv. paper
📄 [Sep, 2025] “SPOT: Scalable Policy Optimization with Trees for Markov Decision Processes” (with X. Xiong, K. Hua, C. Hua) accepted in NeurIPS 2025. paper
📄 [June, 2025] “Survival Analysis for the Evolution of Lifespan of Electrical and Electronic Equipment” (with M. Gusukuma) published in TEMSCON LATAM 2025. doi