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The Computational Challenges of Means Selection Problems: Network Structure of Goal Systems Predicts Human Performance.

, , , , and . Cogn. Sci., (August 2023)

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Inference in Sparse Graphs with Pairwise Measurements and Side Information., , and . AISTATS, volume 84 of Proceedings of Machine Learning Research, page 1810-1818. PMLR, (2018)On Percolation and NP-Hardness., , and . ICALP, volume 55 of LIPIcs, page 80:1-80:14. Schloss Dagstuhl - Leibniz-Zentrum für Informatik, (2016)Leveraging seed dictionaries to improve dictionary learning., , and . ICIP, page 3723-3727. IEEE, (2016)Size and Depth Separation in Approximating Benign Functions with Neural Networks., , , and . COLT, volume 134 of Proceedings of Machine Learning Research, page 4195-4223. PMLR, (2021)Smoothed Analysis on Connected Graphs., , and . APPROX-RANDOM, volume 28 of LIPIcs, page 810-825. Schloss Dagstuhl - Leibniz-Zentrum für Informatik, (2014)Contagious Sets in Expanders., , , and . SODA, page 1953-1987. SIAM, (2015)How Many Neurons Does it Take to Approximate the Maximum?, , and . SODA, page 3156-3183. SIAM, (2024)Local Treewidth of Random and Noisy Graphs with Applications to Stopping Contagion in Networks., and . APPROX/RANDOM, volume 245 of LIPIcs, page 7:1-7:17. Schloss Dagstuhl - Leibniz-Zentrum für Informatik, (2022)New bounds for contagious sets.. Discret. Math., 312 (10): 1812-1814 (2012)On the Limitation of Spectral Methods: From the Gaussian Hidden Clique Problem to Rank One Perturbations of Gaussian Tensors., , and . IEEE Trans. Inf. Theory, 63 (3): 1572-1579 (2017)