Publications
Achieving Robustness in Blind Modulo Analog-to-Digital Conversion
Weiss, A., in Proc. of IEEE Int. Conference on Acoustics, Speech, and Signal Processing (ICASSP), pp. 1–5, 2025
On Robustness and Out-of-Distribution Generalization of a Deep Neural Architecture for Underwater Acoustic Direct Localization
Weiss, A., in Proc. of the 33rd European Signal Processing Conference (EUSIPCO 2025), pp. 1757–1761, 2025
RF Challenge: The Data-Driven Radio Frequency Signal Separation Challenge
Lancho, A.*, Weiss, A.*, Lee, G.C.F., Tang, J., Bu, Y., Polyanskiy, Y. and Wornell, G. W. (*Equal contribution), IEEE Open Journal of the Communications Society, vol. 6, pp. 4083–4100, 2025
Joint Data Compression and Time-Delay Estimation for Distributed Systems via Extremum Encoding
Weiss, A., Kochman, Y. and Wornell, G. W., IEEE Trans. on Signal Processing, vol. 73, pp. 2417–2432, 2025
High-Resolution One-Bit Direct Position Determination of Narrowband Gaussian Emitters
Weiss, A., in Proc. of 58th Asilomar Conf. on Signals, Systems, and Computers, pp. 1745–1749, 2024
A Deep Learning Method for Reflective Boundary Estimation
Arikan, T., Weiss, A., Vishnu, H., Deane, G. B., Singer, A. C. and Wornell, G. W., The Journal of the Acoustical Society of America, vol. 156, pp. 65–80, 2024
Can Shadows Reveal Biometric Information?
Medin, S., Weiss, A., Durand, F., Freeman, W. and Wornell, G. W., in Proc. of IEEE/CVF Winter Conference on Applications of Computer Vision (WACV), pp. 869–879, 2023
Towards Robust Data-Driven Underwater Acoustic Localization: A Deep CNN Solution with Performance Guarantees for Model Mismatch
Weiss, A., Singer, A. C. and Wornell, G. W., in Proc. of IEEE Int. Conference on Acoustics, Speech, and Signal Processing (ICASSP), pp. 1–5, 2023
A Bilateral Bound on the Mean-Square Error for Estimation in Model Mismatch
Weiss, A., Lancho, A., Bu, Y. and Wornell, G. W., in Proc. of IEEE Int. Symposium on Information Theory (ISIT), pp. 2655–2660, 2023
Score-based Source Separation with Applications to Digital Communication Signals
Jayashankar, T., Lee, G.C.F., Lancho, A., Weiss, A., Polyanskiy, Y. and Wornell, G. W., Proc. of 37th Adv. in Neural Inform. Proc. Syst. (NeurIPS), 2023
An Architecture for Passive Joint Localization and Structure Learning in Reverberant Environments
Arikan, T., Weiss, A., Vishnu, H., Deane, G. B., Singer, A. C. and Wornell, G. W., The Journal of the Acoustical Society of America, vol. 153, pp. 665–677, 2023
Blind Modulo Analog-to-Digital Conversion of Vector Processes
Weiss, A., Huang, E., Ordentlich, O. and Wornell, G. W., in Proc. of IEEE Int. Conference on Acoustics, Speech, and Signal Processing (ICASSP), pp. 5617–5621, 2022
Exploiting Temporal Structures of Cyclostationary Signals for Data-Driven Single-Channel Source Separation
Lee, G.C.F., Weiss, A., Lancho, A., Tang, J., Bu, Y., Polyanskiy, Y. and Wornell, G. W., in Proc. of IEEE Int. Workshop on Machine Learning for Signal Processing (MLSP), pp. 1–6, 2022
A Semi-Blind Method for Localization of Underwater Acoustic Sources
Weiss, A., Arikan, T., Vishnu, H., Deane, G. B., Singer, A. C. and Wornell, G. W., IEEE Trans. on Signal Processing, vol. 70, pp. 3090–3106, 2022
Blind Modulo Analog-to-Digital Conversion
Weiss, A., Huang, E., Ordentlich, O. and Wornell, G. W., IEEE Trans. on Signal Processing, vol. 70, pp. 4586–4601, 2022
Non-Iterative Blind Calibration of Nested Arrays with Asymptotically Optimal Weighting
Weiss, A. and Yeredor, A., in Proc. of IEEE Int. Conference on Acoustics, Speech, and Signal Processing (ICASSP), pp. 4630–4634, 2021