Sergio Verdú
- Channel Coding Rate in the Finite Blocklength Regime
2010/04/26 by Yury Polyanskiy, H. Vincent Poor, Sergio Verdú +1 · 227 citations
Computer Science · Engineering · #Error Correcting Code Techniques #Wireless Communication Security Techniques #Cooperative Communication and Network Coding
- Gradient of mutual information in linear vector Gaussian channels
2005/12/28 by Daniel P. Palomar, D.P. Palomar, S. Verdu +1 · 37 citations
Engineering · Computer Science · #Sparse and Compressive Sensing Techniques #Distributed Sensor Networks and Detection Algorithms #Error Correcting Code Techniques
- Estimation in Gaussian Noise: Properties of the Minimum Mean-Square Error
2011/03/15 by Dongning Guo, Yihong Wu, Shlomo S. Shitz +2 · 28 citations
Engineering · Computer Science · #Wireless Communication Security Techniques #Distributed Sensor Networks and Detection Algorithms #Chaos-based Image/Signal Encryption
- Mutual Information and Minimum Mean-square Error in Gaussian Channels
2004/12/23 by Dongning Guo, Shlomo Shamai, Guo, Dongning +4 · 1 voice · 17 citations
Computer Science · Engineering · #Blind Source Separation Techniques #Distributed Sensor Networks and Detection Algorithms #Wireless Communication Security Techniques #cs.IT
- Chaining Mutual Information and Tightening Generalization Bounds
2018/06/11 by Amir R. Asadi, Emmanuel Abbé, Asadi, Amir R. +3 · 5 citations
Computer Science · Engineering · #FOS: Computer and information sciences #FOS: Mathematics #Information Theory (cs.IT) #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Algorithms #Probability (math.PR) #Sparse and Compressive Sensing Techniques #Stochastic Gradient Optimization Techniques
- Nonasymptotic noisy lossy source coding
2014/01/20 by Victoria Kostina, Sergio Verdú, Kostina, Victoria +1 · 3 citations
Computer Science · Engineering · #Advanced Data Compression Techniques #Wireless Communication Security Techniques #Algorithms and Data Compression
- Optimal Phase Transitions in Compressed Sensing
2011/11/29 by Yihong Wu, Wu, Yihong, Sergio Verdú +1 · 1 citation
Engineering · #Analog and Mixed-Signal Circuit Design #Electrical and Bioimpedance Tomography #FOS: Computer and information sciences #FOS: Mathematics #Information Theory (cs.IT) #Sparse and Compressive Sensing Techniques #Statistics Theory (math.ST)
- Improved Bounds on Lossless Source Coding and Guessing Moments via\n R 'enyi Measures
2018/01/04 by Igal Sason, Sason, Igal, Sergio Verdú +1 · 1 citation
Biochemistry, Genetics and Molecular Biology · Computer Science · Engineering · #DNA and Biological Computing #Error Correcting Code Techniques #FOS: Computer and information sciences #Information Theory (cs.IT) #Wireless Communication Security Techniques
- Information-Theoretic Perspectives on Brascamp-Lieb Inequality and Its Reverse
2017/02/21 by Jingbo Liu, Thomas A. Courtade, Liu, Jingbo +5 · 1 citation
Biochemistry, Genetics and Molecular Biology · Mathematics · Physics and Astronomy · #Diffusion and Search Dynamics #FOS: Computer and information sciences #Information Theory (cs.IT) #Point processes and geometric inequalities #Statistical Mechanics and Entropy