Technical Program

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Sunday, November 3
15:00 - 19:00
Registration Merrill Hall
16:00 - 18:00
Student Paper Contest Merrill Hall
17:00 - 18:00
Keynote: Nikos Sidiropoulos - Canonical Identification: A Principled Alternative to Neural Networks Nautilus
19:00 - 21:00
Welcoming Reception Merrill Hall
Monday, November 4
07:30 - 09:00
Breakfast Crocker Dining Hall
08:00 - 18:00
08:15 - 09:45
MA1a: Conference Welcome and Plenary Session Chapel
09:45 - 10:15
Coffee Social
10:15 - 11:55
MA1b: Beyond Massive MIMO (Invited) Nautilus
MA2b: Advances in Sequential Estimation, Sampling, and Testing (Invited) Surf & Sand
MA3b: New Perspectives on Multiple Access (Invited) Triton
MA4b: Deep Learning for Inverse Problems (Invited) Heather
MA5b: Graph Signal Processing: Advances in Sampling, Filtering, Reconstruction (Invited) Scripps
MA6b: Compilation for Spatial Computing Architectures (Invited) Toyon
MA7b: Modeling, Optimization, and Machine Learning for Computational Imaging (Invited) Acacia
MA8b1: Audio, Video, and Speech Processing Merrill
MA8b2: DOA Estimation, Beamforming, and Localization Merrill
MA8b3: Array Processing for Signal Detection and Classification Merrill
12:00 - 13:00
Lunch Crocker Dining Hall
13:30 - 15:10
MP1a: MIMO for mmWave and THz (Invited) Nautilus
MP2a: Distributed Learning in Multi-Agent Environments (Invited) Surf & Sand
MP3a: Optimization Methods for Wireless Communications (Invited) Triton
MP4a: Geometric Deep Learning 1 (Invited) Heather
MP5a: Compressive Sensing and Line Spectral Estimation (Invited) Scripps
MP6a: Signal Processing Advances in Neural Modeling (Invited) Toyon
MP7a: Mathematical Data Science (Invited) Acacia
MP8a1: Architectures and Implementations Merrill
MP8a2: Wireless Networks Merrill
MP8a3: Networks: Models and Systems Merrill
15:30 - 17:10
MP1b: Millimeter-Wave MIMO Systems with Low-Complexity Processing (Invited) Nautilus
MP2b: Distributed Optimization in Networked Settings (Invited) Surf & Sand
MP3b: Tensor Modeling and Processing (Invited) Triton
MP4b: Geometric Deep Learning 2 (Invited) Heather
MP5b: Advances in Bayesian Machine Learning (Invited) Scripps
MP6b: Neuromorphic Computing (Invited) Toyon
MP7b: Geometric and Topological Methods (Invited) Acacia
18:30 - 21:30
Conference Cocktail/Social - The Cocktail/Social takes the place of Monday’s dinner. No charge for conference attendees and a guest. Merrill Hall
Tuesday, November 5
07:30 - 09:00
Breakfast Crocker Dining Hall
08:00 - 18:00
08:15 - 09:55
TA1a: Machine Learning for Channel Coding (Invited) Nautilus
TA2a: Spectrum Sharing (Invited) Surf & Sand
TA3a: Distributed MIMO (Invited) Triton
TA4a: Statistical Signal Processing and Big Data Analysis (Invited) Heather
TA5a: Signal Processing Advances in Neuroimaging I (Invited) Scripps
TA6a: Computer Arithmetic (Invited) Toyon
TA7a: Adaptive Beamforming and Interference Mitigation (Invited) Acacia
TA8a1: Convex and Non-Convex Optimization and Phase Retrieval Merrill
TA8a2: Compressive Sensing and Sparsity Merrill
TA8a3: Estimation and Adaptive Filtering Merrill
TA8a4: Transmission and Beamforming Schemes Merrill
10:15 - 11:55
TA1b: Short-Packet Communications (Invited) Nautilus
TA2b: Signal Processing for Multiple-Antenna Systems with Coarsely Quantized Signals (Invited) Surf & Sand
TA3b: Optimization of MIMO Systems (Invited) Triton
TA4b: Theory of Deep Learning (Invited) Heather
TA5b: Neuroscience-inspired Machine Learning (Invited) Scripps
TA6b: VLSI Systems for Communications (Invited) Toyon
TA7b: Automotive Radar (Invited) Acacia
TA8b1: Communication Systems Merrill
TA8b2: Learning and Estimation in Imaging Merrill
TA8b3: Cognitive Radio, Spectrum Sharing, Localization, and Radar Merrill
TA8b4: System Analysis, Performance Evaluation, and Optimization Merrill
12:00 - 13:00
Lunch Crocker Dining Hall
13:30 - 15:10
TP1a: Vehicle-to-Everything (V2X) Communication for Emerging Applications (Invited) Nautilus
TP2a: Self-Interference Cancellation in Radio Frequency Transceivers (Invited)  Surf & Sand
TP3a: MIMO and Cognitive Radar (Invited) Triton
TP4a: Machine Learning and Inverse Problems (Invited) Heather
TP5a: Deep Learning and Neuroscience (Invited) Scripps
TP6a: Sparse Arrays, Non-convex Inverse Problems, and Fundamental Limits (Invited) Toyon
TP7a: Machine Learning and Optimization in Distributed Networks (Invited) Acacia
TP8a1: Coding and Caching Merrill
TP8a2: Multi-Sensor Parameter Estimation Merrill
TP8a3: Array Signaling, Calibration, and Processing Merrill
TP8a4: Biomedical Imaging and Signal Processing Merrill
15:30 - 17:35
TP1b: Reliable and Low-Latency MIMO Communication (Invited) Nautilus
TP2b: Signal Processing for UAV/UGV Sensing (Invited) Surf & Sand
TP3b: MIMO Beamforming and Beamtracking (Invited) Triton
TP4b: Machine Learning Advances in Computational Imaging (Invited) Heather
TP5b: Inference and Learning in Graphs Scripps
TP6b: AI/Machine Learning Architectures (Invited) Toyon
TP7b: Optimization Methods in Array Processing Acacia
TP8b1: Architectures for Arithmetic and Signal Processing Systems Merrill
TP8b2: Online and Active Learning and Adaptive and Cognitive Systems Merrill
TP8b3: Matrix and Tensor Methods Merrill
17:35 - 23:00
Open Evening - Enjoy the Monterey Peninsula
Wednesday, November 6
07:30 - 09:00
Breakfast Crocker Dining Hall
08:00 - 12:00
08:15 - 09:55
WA1a: Hardware-Aware MIMO Transmission Strategies Nautilus
WA2a: Advances in Neural Modeling Surf & Sand
WA3a: Modulation and Coding Triton
WA4a: Deep Learning Theory (Invited) Heather
WA5a: Game-Theoretic Learning in Networks (Invited) Scripps
WA6a: Machine Learning in Communications Toyon
WA7a: Imaging and Multimedia (Invited) Acacia
WA8a1: Estimation, Inference, and Learning Merrill
WA8a2: Image Processing and Applications Merrill
WA8a3: Signal Processing and Applications Merrill
WA8a4: 5G and Beyond Merrill
10:15 - 11:30
WA1b: IoT and Cell-Free Massive MIMO Nautilus
WA2b: Estimation, Optimization, and Learning Surf & Sand
WA3b: Ultra-Reliable and Low-Latency Communication Triton
WA4b: Machine Learning Heather
WA5b: Age of Information: Advances Scripps
WA6b: Signal Processing Advances in Neuroimaging II Toyon
WA7b: Signal Processing Methods for Radar Acacia
WA8b1: Deep Learning Merrill
WA8b2: Detection and Estimation Algorithms Merrill
WA8b3: Neural Signal Processing Merrill
WA8b4: Machine Learning Merrill
12:00 - 13:00
Lunch - This meal is not included in the registration. Crocker Dining Hall