ד"ר ברכה לאופר

I am a Senior Lecturer in the School of Electrical Engineering at Tel-Aviv University. Before that, I was a Postdoctoral Associate at MIT, Computer Science and Artificial Intelligence Laboratory. I finished my PhD in 2020 at the Faculty of Electrical Engineering, Bar-Ilan University, Ramat Gan, Israel.  I received the BSc (summa cum laude) degree in Electrical Engineering in 2013 from Bar-Ilan University.

Signal processing, machine and deep learning, geometry-based data analysis and modeling, audio source separation and localization, reliability in modern machine learning, efficient computation.

• B. Laufer-Goldshtein, A. Fisch, R. Barzilay, and T. Jaakkola

  Efficiently controlling multiple risks with Pareto testing

  In The 11th International Conference on Learning Representations (ICLR), 2023

• B. Laufer-Goldshtein, R. Talmon, and S. Gannot,

  Multi-microphone speaker localization on manifolds

  Foundations and Trends in Signal Processing, Now Publishers, Inc, vol. 26, no. 1-2, pp. 1–161, Oct. 2020

• B. Laufer-Goldshtein, R. Talmon, and S. Gannot,

  Source Counting and Separation Based on Simplex Analysis

  IEEE Transactions on Signal Processing, vol. 66, no. 24, pp. 6458–6473, Dec. 2018

• B. Laufer-Goldshtein, R. Talmon, and S. Gannot,
  Semi-Supervised Source Localization on Multiple-Manifolds with Distributed Microphones

  IEEE/ACM Transactions on Audio, Speech, and Language Processing, vol. 25, no. 7, pp. 1477–1491, Jul. 2017