Publications

Past and active research topics include:

My main contributions focused on fundamental aspects of information processing (inference, learning, security, privacy, storage, and communication) for problems arising in a broad range of applications.

Past and active research topics include:

1. Network Information Theory (multi-terminal lossy compression, capacity regions and bounds on information rates)
   

2. Information Theory and Statistics (inference, universal source coding, distributed binary detection)
   

3. Deep Learning and Distributed Representations (information-theoretic clustering, classification, generalization capacity)
   

4. Communication Mechanisms for Security and Privacy (novel security paradigms, secure key generation, privacy, data anonymization)
   

5. Communication Mechanisms for Cooperation and Feedback (capacity regions and bounds on information rates)
   

6. Information Theory and Stochastic Geometry (cooperation in heterogeneous and ad-hoc wireless networks)
   

7. Communication Mechanisms for Time-Varying Networks (different types of state information, finite-length regime)
   

For more details see:

1. Complete list of publications
   

1. Selected works by topics
   

1. Invited lectures