Efficient Algorithms for Reliable Machine Learning
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Efficient Algorithms for Reliable Machine Learning
Adam Klivans (University of Texas, Austin) https://simons.berkeley.edu/talks/adam-klivans-university-texas-austin-2026-05-28 The Role of TCS in Modern Machine Learning Algorithms for supervised learning typically require some sort of distributional assumption (e.g., Gaussianity), in contrast to the traditional worst-case analysis paradigm from ...
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