Measuring Explainability and Trustworthiness of Power Quality Disturbances Classifiers Using XAI-Explainable Artificial Intelligence von Machlev, Ram, Perl, Michael, Belikov, Juri, Levy, Kfir Yehuda, Levron, Yoash

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PMU placement for fault line location using neural additive models—A global XAI technique von Perl, Michael, Sun, Zhenglong, Machlev, Ram, Belikov, Juri, Levy, Kfir Yehuda, Levron, Yoash

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Explaining the decisions of power quality disturbance classifiers using latent space features von Machlev, Ram, Perl, Michael, Caciularu, Avi, Belikov, Juri, Levy, Kfir Yehuda, Levron, Yoash

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High Probability Bounds for a Class of Nonconvex Algorithms with AdaGrad Stepsize von Kavis, Ali, Levy, Kfir Yehuda, Cevher, Volkan

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Improved Sample Complexity for Global Convergence of Actor-Critic Algorithms von Kumar, Navdeep, Agrawal, Priyank, Ramponi, Giorgia, Levy, Kfir Yehuda, Mannor, Shie

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EXAQ: Exponent Aware Quantization For LLMs Acceleration von Shkolnik, Moran, Fishman, Maxim, Chmiel, Brian, Ben-Yaacov, Hilla, Banner, Ron, Levy, Kfir Yehuda

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Fast Projection Onto Convex Smooth Constraints von Usmanova, Ilnura, Kamgarpour, Maryam, Krause, Andreas, Levy, Kfir Yehuda

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DropCompute: simple and more robust distributed synchronous training via compute variance reduction von Giladi, Niv, Gottlieb, Shahar, Shkolnik, Moran, Karnieli, Asaf, Banner, Ron, Hoffer, Elad, Levy, Kfir Yehuda, Soudry, Daniel

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High Probability Bounds for a Class of Nonconvex Algorithms with AdaGrad Stepsize von Kavis, Ali, Kfir Yehuda Levy, Cevher, Volkan

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Improved Sample Complexity for Global Convergence of Actor-Critic Algorithms von Kumar, Navdeep, Agrawal, Priyank, Ramponi, Giorgia, Kfir Yehuda Levy, Mannor, Shie

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EXAQ: Exponent Aware Quantization For LLMs Acceleration von Moran Shkolnik, Fishman, Maxim, Chmiel, Brian, Ben-Yaacov, Hilla, Banner, Ron, Kfir Yehuda Levy

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Fast Projection Onto Convex Smooth Constraints von Usmanova, Ilnura, Kamgarpour, Maryam, Krause, Andreas, Kfir Yehuda Levy

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DropCompute: simple and more robust distributed synchronous training via compute variance reduction von Giladi, Niv, Gottlieb, Shahar, Moran Shkolnik, Karnieli, Asaf, Banner, Ron, Hoffer, Elad, Kfir Yehuda Levy, Soudry, Daniel

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UniXGrad: A Universal, Adaptive Algorithm with Optimal Guarantees for Constrained Optimization von Kavis, Ali, Levy, Kfir Yehuda, Bach, Francis, Cevher, Volkan

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QUERY RESOLUTION SYSTEM von MOSKOVICH, REUVEN, LEVY, ELIEZER, WEINRAUB, YEHUDA, SHURMAN, MICHAEL, TURKEL, ITZHAK, MENACHI, ELIAV, GANG, SHAHAR, KFIR, ZIV, GILADI, RAN

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INFORMATION RETRIEVAL SYSTEM von MOSKOVICH, REUVEN, LEVY, ELIEZER, WEINRAUB, YEHUDA, SHURMAN, MICHAEL, TURKEL, ITZHAK, MENACHI, ELIAV, GANG, SHAHAR, KFIR, ZIV, GILADI, RAN

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QUERY RESOLUTION SYSTEM von MOSKOVICH, REUVEN, LEVY, ELIEZER, WEINRAUB, YEHUDA, SHURMAN, MICHAEL, TURKEL, ITZHAK, MENACHI, ELIAV, GANG, SHAHAR, KFIR, ZIV, GILADI, RAN

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INFORMATION RETRIEVAL SYSTEM von MOSKOVICH, REUVEN, LEVY, ELIEZER, WEINRAUB, YEHUDA, SHURMAN, MICHAEL, TURKEL, ITZHAK, MENACHI, ELIAV, GANG, SHAHAR, KFIR, ZIV, GILADI, RAN

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ADAPTIVE ACCELERATION OF RETRIEVAL QUERIES von LEVY, ELIEZER, MOSKOVICH, REUVEN, KAPLAN, YIFTACH, BEN-ELIAHU, RACHEL, WEINRAUB, YEHUDA, SHURMAN, MICHAEL, TURKEL, ITZHAK, MENACHI, ELIAV, GANG, SHAHAR, KFIR, ZIV, GILADI, RAN, BERLOVITCH, ALBERT

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ADAPTIVE ACCELERATION OF RETRIEVAL QUERIES von REUVEN MOSKOVICH, ALBERT BERLOVITCH, ELIAV MENACHI, YIFTACH KAPLAN, SHAHAR GANG, RACHEL BEN-ELIAHU, YEHUDA WEINRAUB, MICHAEL SHURMAN, ZIV KFIR, ITZHAK TURKEL, RAN GILADI, ELIEZER LEVY

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