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Ramji Venkataramanan
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9
Many-User Multiple Access with Random User Activity: Achievability Bounds and Efficient Schemes
2 December 2024 by
Xiaoqi Liu
and
others
Information Theory
Coded Many-User Multiple Access via Approximate Message Passing
6 November 2024 by
Xiaoqi Liu
and
others
Information Theory
,
Signal Processing
Bayes-Optimal Estimation in Generalized Linear Models via Spatial Coupling
28 October 2024 by
Pablo Pascual Cobo
and
others
Information Theory
,
Signal Processing
Approximate Message Passing with Rigorous Guarantees for Pooled Data and Quantitative Group Testing
1
24 October 2024 by
Nelvin Tan
and
others
at
University of Cambridge
Information Theory
,
Signal Processing
Inferring Change Points in High-Dimensional Regression via Approximate Message Passing
18 October 2024 by
Gabriel Arpino
and
others
Machine Learning
,
Statistics Theory
AssemAI: Interpretable Image-Based Anomaly Detection for Manufacturing Pipelines
16 October 2024 by
Renjith Prasad
and
others
Computer Vision and Pattern Recognition
Quantitative Group Testing and Pooled Data in the Linear Regime with Sublinear Tests
1 August 2024 by
Nelvin Tan
and
others
at
University of Cambridge
Information Theory
,
Signal Processing
Spectral Estimators for Structured Generalized Linear Models via Approximate Message Passing
3 July 2024 by
Yihan Zhang
and
others
Statistics Theory
,
Information Theory
Precise Asymptotics for Spectral Methods in Mixed Generalized Linear Models
18 April 2024 by
Yihan Zhang
and
others
Statistics Theory
,
Information Theory
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