Personal profile
Research interests
Statistical inference, uncertainty estimation, conformal prediction, manifold and geometric learning, signal processing, audio source separation and localization
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Dive into the research topics where Bracha Laufer-Goldshtein is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
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Conformal Prediction for Manifold-based Source Localization with Gaussian Processes
Rozenfeld, V. & Goldshtein, B. L., 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 proceeding › Conference contribution › peer-review
Open Access -
Risk-Controlling Model Selection via Guided Bayesian Optimization
Laufer-Goldshtein, B., Fisch, A., Barzilay, R. & Jaakkola, T., 2024, In: Transactions on Machine Learning Research. 2024Research output: Contribution to journal › Article › peer-review
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EFFICIENTLY CONTROLLING MULTIPLE RISKS WITH PARETO TESTING
Laufer-Goldshtein, B., Fisch, A., Barzilay, R. & Jaakkola, T., 2023.Research output: Contribution to conference › Paper › peer-review
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Audio source separation by activity probability detection with maximum correlation and simplex geometry
Laufer-Goldshtein, B., Talmon, R. & Gannot, S., Dec 2021, In: Eurasip Journal on Audio, Speech, and Music Processing. 2021, 1, 5.Technion - Israel Institute of Technology, Bar-Ilan University
Research output: Contribution to journal › Article › peer-review
Open Access -
Intrapersonal and Interpersonal Vocal Affect Dynamics During Psychotherapy
Paz, A., Rafaeli, E., Bar-Kalifa, E., Gilboa-Schectman, E., Gannot, S., Laufer-Goldshtein, B., Narayanan, S., Keshet, J. & Atzil-Slonim, D., Mar 2021, In: Journal of consulting and clinical psychology. 89, 3, p. 227-239 13 p.Bar-Ilan University, Ben-Gurion University of the Negev
Research output: Contribution to journal › Article › peer-review