| Model agnostic supervised local explanations G Plumb, D Molitor, AS Talwalkar Advances in neural information processing systems 31, 2018 | 218 | 2018 |
| Randomized Kaczmarz with averaging JD Moorman, TK Tu, D Molitor, D Needell BIT Numerical Mathematics 61, 337-359, 2021 | 52 | 2021 |
| On adaptive sketch-and-project for solving linear systems RM Gower, D Molitor, J Moorman, D Needell SIAM Journal on Matrix Analysis and Applications 42 (2), 954-989, 2021 | 40 | 2021 |
| Randomized Kaczmarz for tensor linear systems A Ma, D Molitor BIT Numerical Mathematics 62 (1), 171-194, 2022 | 19 | 2022 |
| Neural nonnegative matrix factorization for hierarchical multilayer topic modeling M Gao, J Haddock, D Molitor, D Needell, E Sadovnik, T Will, R Zhang 2019 IEEE 8th International Workshop on Computational Advances in Multi …, 2019 | 13 | 2019 |
| Using Peano curves to construct Laplacians on fractals D Molitor, N Ott, R Strichartz Fractals 23 (04), 1550048, 2015 | 12 | 2015 |
| Matrix completion for structured observations D Molitor, D Needell 2018 Information Theory and Applications Workshop (ITA), 1-5, 2018 | 11 | 2018 |
| On nonnegative matrix and tensor decompositions for covid-19 twitter dynamics L Kassab, A Kryshchenko, H Lyu, D Molitor, D Needell, E Rebrova arXiv preprint arXiv:2010.01600, 2020 | 10 | 2020 |
| Adaptive sketch-and-project methods for solving linear systems R Gower, D Molitor, J Moorman, D Needell arXiv preprint arXiv:1909.03604, 2019 | 10 | 2019 |
| Bias of homotopic gradient descent for the hinge loss D Molitor, D Needell, R Ward arXiv preprint arXiv:1907.11746, 2019 | 6 | 2019 |
| Structural equivalence in subgraph matching D Yang, Y Ge, T Nguyen, D Molitor, JD Moorman, AL Bertozzi IEEE Transactions on Network Science and Engineering, 2023 | 5 | 2023 |
| Detecting short-lasting topics using nonnegative tensor decomposition L Kassab, A Kryshchenko, H Lyu, D Molitor, D Needell, E Rebrova arXiv e-prints, arXiv: 2010.01600, 2020 | 3 | 2020 |
| Neural nonnegative matrix factorization for hierarchical multilayer topic modeling T Will, R Zhang, E Sadovnik, M Gao, J Vendrow, J Haddock, D Molitor, ... arXiv preprint arXiv:2303.00058, 2023 | 2 | 2023 |
| An iterative method for classification of binary data D Molitor, D Needell Information and Inference: A Journal of the IMA 10 (1), 261-283, 2021 | 2 | 2021 |
| Hierarchical Classification Using Binary Data D Molitor, D Needell AI Magazine 40 (2), 59-65, 2019 | 2 | 2019 |
| Inference of media bias and content quality using natural-language processing Z Chao, D Molitor, D Needell, MA Porter arXiv preprint arXiv:2212.00237, 2022 | 1 | 2022 |
| Analysis of Legal Documents via Non-negative Matrix Factorization Methods R Budahazy, L Cheng, Y Huang, A Johnson, P Li, J Vendrow, Z Wu, ... arXiv preprint arXiv:2104.14028, 2021 | 1 | 2021 |
| Sparseness-constrained Nonnegative Tensor Factorization for Detecting Topics at Different Time Scales L Kassab, A Kryshchenko, H Lyu, D Molitor, D Needell, E Rebrova, ... arXiv preprint arXiv:2010.01600, 2020 | 1 | 2020 |
| On Inferences from Completed Data J Haddock, D Molitor, D Needell, S Sambandam, J Song, S Sun 2019 13th International conference on Sampling Theory and Applications …, 2019 | 1 | 2019 |
| Classification scheme for binary data with extensions D Molitor, D Needell, A Nelson, R Saab, P Salanevich Compressed Sensing and Its Applications: Third International MATHEON …, 2019 | 1 | 2019 |
