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20142026

Research activity per year

Personal profile

About Me

Academic Biographical Information:

I am interested in what I like to think of as “machine-learning-enhanced statistical signal processing”, an emerging interdisciplinary field where signal processing, machine learning, estimation theory, and some elements of information theory meet. The kinds of problems I currently focus on are related to communication systems, localization, sensing and compression. My research spans both pure theoretical aspects as well as application-driven practical problems.

Before joining BIU, I spent three wonderful years as a Postdoctoral Associate at the Research Laboratory of Electronics, Massachusetts Institute of Technology (MIT), Cambridge, MA, USA, where I had the pleasure of working with Prof. Gregory W. Wornell. Prior to that, I was a Postdoctoral Fellow at the Department of Computer Science and Applied Mathematics, Weizmann Institute of Science, Rehovot, Israel, where I had the opportunity to work with Prof. Boaz Nadler. I received the B.Sc. (magna cum laude), M.Sc. and Ph.D. degrees in Electrical Engineering from Tel-Aviv University, Tel-Aviv, Israel, in 2013, 2015 and 2020, respectively, where I was very fortunate to have Prof. Arie Yeredor as my supervisor.

Research

  • Fields of Interest
  • Statistical signal processing
  • Estimation theory and Detection theory
  • Array signal processing
  • Applications of machine learning
  • Statistical Inference
  • Localization
  • Communication systems
  • Blind Source separation

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Collaborations and top research areas from the last five years

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  • On the Suboptimality of Rate–Distortion-Optimal Compression: Fundamental Accuracy Limits for Distributed Localization

    Weiss, A., 2026, (Accepted/In press) In: IEEE Signal Processing Letters.

    Research output: Contribution to journalArticlepeer-review

    Open Access
  • Achieving Robustness in Blind Modulo Analog-to-Digital Conversion

    Weiss, A., 2025, 2025 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2025 - Proceedings. Rao, B. D., Trancoso, I., Sharma, G. & Mehta, N. B. (eds.). Institute of Electrical and Electronics Engineers Inc., (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

  • Advancing AI Challenges for the United States Department of the Air Force

    Prothmann, C., Gadepally, V., Kepner, J., Borchard, K., Carlone, L., Folcik, Z., Griffith, J. D., Houle, M., How, J. P., Hughes, N., Igbinedion, I., Jananthan, H., Jayashankar, T., Jones, M., Karaman, S., Kurien, B. G., Lancho, A., Lavezzi, G., Lee, G. C. F. & Leiserson, C. E. & 18 others, Linares, R., McEvoy, L., Michaleas, P., Milner, C., Pentland, A., Polyanskiy, Y., Popovich, J., Price, J., Reid, T. W., Riley, S., Samsi, S., Saunders, P., Simek, O., Veillette, M. S., Weiss, A., Wornell, G. W., Rus, D. & Ruppel, S. T., 2025, 2025 IEEE High Performance Extreme Computing Conference, HPEC 2025. Institute of Electrical and Electronics Engineers Inc., (2025 IEEE High Performance Extreme Computing Conference, HPEC 2025).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

  • Correction to 'RF Challenge: The Data-Driven Radio Frequency Signal Separation Challenge'

    Lancho, A., Weiss, A., Lee, G. C. F., Jayashankar, T., Kurien, B. G., Polyanskiy, Y. & Wornell, G. W., 2025, In: IEEE Open Journal of the Communications Society. 6, p. 6567 1 p.

    Research output: Contribution to journalArticlepeer-review

    Open Access
  • Extremum-Based Joint Compression and Detection for Distributed Sensing

    Weiss, A. & Lancho, A., 2025, Conference Record of the 59th Asilomar Conference on Signals, Systems and Computers, ACSSC 2025. Matthews, M. B. (ed.). IEEE Computer Society, p. 1120-1124 5 p. (Conference Record - Asilomar Conference on Signals, Systems and Computers).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    Open Access