TA8a.16

Maximum Likelihood Estimation and Cramér-Rao Lower Bounds for Complex-Valued Bilinear Models

Bernhard Plaimer, Matthias Wagner, Oliver Lang, Mario Huemer, Johannes Kepler University, Austria
Session:
TA8a: Statistical Estimation, Detection, and Inference Poster
Track:
Adaptive Systems, Machine Learning, and Data Analytics
Location:
Merrill Hall
Presentation Time:
Tue, 27 Oct, 08:15 - 09:55 PT (UTC -7)
Presentation
Discussion
Resources
No resources available.
Session TA8a
TA8a.1: Beyond Point Estimates: Likelihood-Based Full-Posterior Wireless Localization
Haozhe Lei, Hao Guo, New York University, United States; Tommy Svensson, Chalmers University of Technology, Sweden; Sundeep Rangan, New York University, United States
TA8a.2: Single-Snapshot Spectral Estimation via Algebraic Diversity
Mitchell Thornton, Southern Methodist University, United States
TA8a.3: Consensus-based Recursive Multi-Output Gaussian Process
Yogesh Prasanna Kumar Rao, Tamas Keviczky, Raj Thilak Rajan, Delft university of technology, Netherlands
TA8a.4: MaxModShift: Model Privacy via Designed Shifts
Nomaan Kherani, Urbashi Mitra, University of Southern California, United States
TA8a.5: Approximate Multichannel Sphericity Testing Procedures
Brayden Look, Louis Scharf, Haonan Wang, Colorado State University, United States
TA8a.6: Fast Time-Domain MLE for Period Estimation of Pulse Trains
Sebastian Schertler, Daniel Guger, Johannes Kepler University Linz, Austria; Stefan Schuster, Stefan Scheiblhofer, voestalpine Stahl GmbH, Austria; Mario Huemer, Johannes Kepler University Linz, Austria; Alexander Haberl, Johann Reisinger, voestalpine Stahl GmbH, Austria; Oliver Lang, Johannes Kepler University Linz, Austria
TA8a.7: AR estimation from noisy observation via EM algorithm for singular state space model
Proloy Das, TCG CREST, India
TA8a.8: Spectrally Compatible Radar Waveform Design in Waveform Dependent Clutter Environments.
Syed Ali Haider Shirazi, Taejoon Kim, Arizona State University, United States; David Love, Purdue University, United States; Sergiy Vorobyov, Aalto University, Finland
TA8a.9: Outlier-Robust Regression via Semi-Unbalanced Residual Optimal Transport
Tadas Paskevicius, Lund University, Sweden; Isaac Skog, KTH Royal Institute of Technology, Sweden; Andreas Jakobsson, Lund University, Sweden
TA8a.10: Levenberg–Marquardt Digital Predistortion Under Noisy Measurements: Beyond Indirect Learning and Direct Reversion
Luis Godoy, Andrés Villamil, Emil Matúš, Gerhard Fettweis, Technische Universität Dresden, Germany
TA8a.11: Analysis of Accelerated Generalized Approximate Message Passing
Zilu Zhao, Fangqing Xiao, Jichao Chen, Dirk Slock, EURECOM, France
TA8a.12: When Does Adaptivity Help in Quantum State Tomography? A Structured Separation under Product Pauli Measurements
Alireza Goldar, Colorado School of Mines, United States; Zhen Qin, University of Michigan, United States; Zhihui Zhu, Ohio State University, United States; Zhe-Xuan Gong, Michael Wakin, Colorado School of Mines, United States
TA8a.13: Asymmetric Information-Based Stock Trading Statistical Modeling and Data Analysis: An Information Transmission Approach
Yuan Zhao, New Jersey Institute of Technology, United States; Atah Abdi, Goldman Sachs, United States; Ali Abdi, New Jersey Institute of Technology, United States
TA8a.14: Regularization Selection For High-Dimensional Multi-Attribute Graph Learning
Jitendra Tugnait, Worlasi Dzam, Auburn University, United States
TA8a.15: Gaussian Process Nonparametric Learning of Sensor Systematic Errors
Yongho Seo, Antonia Papandreou-Suppappola, Arizona State University, United States
TA8a.16: Maximum Likelihood Estimation and Cramér-Rao Lower Bounds for Complex-Valued Bilinear Models
Bernhard Plaimer, Matthias Wagner, Oliver Lang, Mario Huemer, Johannes Kepler University, Austria
TA8a.17: Bounds on the Capacity of Feature Detectors for UME-Based Point Cloud Detection and Registration
Amit Efraim, Sami-Shamoon College of Engineering, Israel; Joseph M. Francos, Ben-Gurion University of the Negev, Israel
TA8a.18: Online Phase Estimation of Neural Oscillations Using a Bistable-Coherence State-Space Model
Amer Ziouziou, Shahabedin Tavasoli, Ali Yousefi, University of Houston, United States
Contacts