Testing Fourier dimensionality and sparsity P Gopalan, R O'Donnell, RA Servedio, A Shpilka, K Wimmer SIAM Journal on Computing 40 (4), 1075-1100, 2011 | 119 | 2011 |
KKL, Kruskal--Katona, and monotone nets R O'Donnell, K Wimmer SIAM Journal on Computing 42 (6), 2375-2399, 2013 | 78 | 2013 |
Polynomial regression under arbitrary product distributions E Blais, R O’Donnell, K Wimmer Machine learning 80 (2), 273-294, 2010 | 61 | 2010 |
Approximation by DNF: examples and counterexamples R O’Donnell, K Wimmer International Colloquium on Automata, Languages, and Programming, 195-206, 2007 | 49 | 2007 |
Invariance principle on the slice Y Filmus, G Kindler, E Mossel, K Wimmer ACM Transactions on Computation Theory (TOCT) 10 (3), 1-37, 2018 | 32 | 2018 |
Approximate resilience, monotonicity, and the complexity of agnostic learning D Dachman-Soled, V Feldman, LY Tan, A Wan, K Wimmer Proceedings of the twenty-sixth annual ACM-SIAM symposium on Discrete …, 2014 | 30 | 2014 |
Optimal query complexity for estimating the trace of a matrix K Wimmer, Y Wu, P Zhang Automata, Languages, and Programming: 41st International Colloquium, ICALP …, 2014 | 27 | 2014 |
Real analysis in computer science: A collection of open problems Y Filmus, H Hatami, S Heilman, E Mossel, R O’Donnell, S Sachdeva, ... Preprint available at https://simons. berkeley. edu/sites/default/files …, 2014 | 25 | 2014 |
AC0∘ MOD2 lower bounds for the Boolean Inner Product M Cheraghchi, E Grigorescu, B Juba, K Wimmer, N Xie Journal of Computer and System Sciences 97, 45-59, 2018 | 23 | 2018 |
Testing -Monotonicity CL Canonne, E Grigorescu, S Guo, A Kumar, K Wimmer arXiv preprint arXiv:1609.00265, 2016 | 16 | 2016 |
Low influence functions over slices of the Boolean hypercube depend on few coordinates K Wimmer 2014 IEEE 29th Conference on Computational Complexity (CCC), 120-131, 2014 | 14 | 2014 |
Agnostically learning under permutation invariant distributions K Wimmer 2010 IEEE 51st Annual Symposium on Foundations of Computer Science, 113-122, 2010 | 13 | 2010 |
Sharpness of KKL on Schreier graphs R O'Donnell, K Wimmer | 12 | 2013 |
Testing linear-invariant function isomorphism K Wimmer, Y Yoshida International Colloquium on Automata, Languages, and Programming, 840-850, 2013 | 11 | 2013 |
Testing -Monotonicity: The Rise and Fall of Boolean Functions CL Canonne, E Grigorescu, S Guo, A Kumar, K Wimmer Theory of Computing 15 (1), 1-55, 2019 | 10 | 2019 |
New results for random walk learning. JC Jackson, K Wimmer J. Mach. Learn. Res. 15 (1), 3635-3666, 2014 | 8 | 2014 |
Testing data binnings CL Canonne, K Wimmer arXiv preprint arXiv:2004.12893, 2020 | 7 | 2020 |
Tight lower bounds for testing linear isomorphism E Grigorescu, K Wimmer, N Xie International Workshop on Approximation Algorithms for Combinatorial …, 2013 | 6 | 2013 |
Hardness of maximum likelihood learning of DPPs E Grigorescu, B Juba, K Wimmer, N Xie Conference on Learning Theory, 3800-3819, 2022 | 4 | 2022 |
Flipping Out with Many Flips: Hardness of Testing -Monotonicity E Grigorescu, A Kumar, K Wimmer SIAM Journal on Discrete Mathematics 33 (4), 2111-2125, 2019 | 3 | 2019 |