TP8a1: Applications in Machine Learning
Tue, 28 Oct, 13:30 - 15:10 PT (UTC -8)
Location: Merrill Hall
Session Type: Poster
Session Chair: Antonia Papandreou-Suppappola, Arizona State University
Track: Adaptive Systems, Machine Learning, and Data Analytics

TP8a1.1: Tracking Multiple Objects with Dynamic Dependencies and Merged Measurements
Yongho Seo, Antonia Papandreou-Suppappola, Arizona State University, United States

TP8a1.2: A Bayesian Multiobject Tracking Approach with Neural-Enhanced Motion and Measurement Models
Shaoxiu Wei, Mingchao Liang, Florian Meyer, University of California, San Diego, United States

TP8a1.3: Inference-time Stochastic Refinement of GRU-Normalizing Flow for Real-time Video Motion Transfer
Tasmiah Haque, Srinjoy Das, West Virginia University, United States

TP8a1.4: Low Separation Rank Ridge Regression for Matrix Covariates with Applications in Neuroimaging
Lakshitha Ramanayake, Batoul Taki, Linden Parkes, Carrisa Cocuzza, Avram Holmes, David Zald, Waheed Bajwa, Rutgers University, United States

TP8a1.5: K-DAREK: Distance Aware Error for Kurkova Kolmogorov Networks
Masoud Ataei, Vikas Dhiman, University of Maine, United States; Mohammad Javad Khojasteh, Rochester Institute of Technology, United States

TP8a1.6: The Effect of Using Mixed Precision on Performance and Accuracy of GNN Workloads in Scientific ML
Briana Cervantes, Shirley Moore, University of Texas at El Paso, United States

TP8a1.7: Expectations in Expectation Propagation
Zilu Zhao, Fangqing Xiao, Dirk Slock, EURECOM, France

TP8a1.8: Decision-Theoretic Learning of Human Perception in Uncertain Environments
Mohammad Alali, Northeastern University, United States; Tian Lan, George Washington University, United States; Seyede Fatemeh Ghoreishi, Mahdi Imani, Northeastern University, United States

TP8a1.9: GSW: Generalized "Self-Wiener" Denoising
Amir Weiss, Bar-Ilan University, Israel

TP8a1.10: Sigma Point Expectation Propagation
Fangqing Xiao, Zunqi Li, Dirk Slock, EURECOM, France

TP8a1.11: Conformalizing Ensemble Gaussian Processes with Robustness to Model Mis-specification
Jinwen Xu, Qin Lu, University of Georgia, United States; Georgios B. Giannakis, University of Minnesota, United States

TP8a1.12: Physically Constrained Adversarial Examples for Fine-Tuning Trajectory Classifiers
Simeon Krastev, Randy Paffenroth, Olivia Cava, Worcester Polytechnic Institute, United States