| JFB: Jacobian-Free Backpropagation for Implicit Networks SW Fung, H Heaton, Q Li, D McKenzie, S Osher, W Yin Proceedings of the AAAI Conference on Artificial Intelligence, 2022 | 51* | 2022 |
| Learn to predict equilibria via fixed point networks H Heaton, D McKenzie, Q Li, SW Fung, S Osher, W Yin arXiv preprint arXiv:2106.00906, 2021 | 16 | 2021 |
| Zeroth-Order Regularized Optimization (ZORO): Approximately Sparse Gradients and Adaptive Sampling HQ Cai, D Mckenzie, W Yin, Z Zhang SIAM Journal on Optimization, 2020 | 15 | 2020 |
| Power weighted shortest paths for clustering Euclidean data D Mckenzie, S Damelin Foundations of Data Science 1 (3), 307, 2019 | 11 | 2019 |
| A Zeroth-Order Block Coordinate Descent Algorithm for Huge-Scale Black-Box Optimization HQ Cai, Y Lou, D McKenzie, W Yin Proceedings of the 38th International Conference on Machine Learning 139, 2021 | 9 | 2021 |
| Compressive sensing for cut improvement and local clustering MJ Lai, D Mckenzie SIAM Journal on Mathematics of Data Science 2 (2), 368-395, 2020 | 9 | 2020 |
| A One-bit, Comparison-Based Gradient Estimator HQ Cai, D Mckenzie, W Yin, Z Zhang arXiv preprint arXiv:2010.02479, 2020 | 8 | 2020 |
| Balancing geometry and density: Path distances on high-dimensional data A Little, D McKenzie, JM Murphy SIAM Journal on Mathematics of Data Science 4 (1), 72-99, 2022 | 5 | 2022 |
| Curvature-aware derivative-free optimization B Kim, HQ Cai, D McKenzie, W Yin arXiv preprint arXiv:2109.13391, 2021 | 5 | 2021 |
| From the simplex to the sphere: Faster constrained optimization using the hadamard parametrization Q Li, D McKenzie, W Yin arXiv preprint arXiv:2112.05273, 2021 | 4 | 2021 |
| Who killed Lilly Kane? A case study in applying knowledge graphs to crime fiction M Alaverdian, W Gilroy, V Kirgios, X Li, C Matuk, D McKenzie, ... 2020 IEEE International Conference on Big Data (Big Data), 2508-2512, 2020 | 2 | 2020 |
| Adapting zeroth order algorithms for comparison-based optimization I Slavin, D McKenzie arXiv preprint arXiv:2210.05824, 2022 | 1 | 2022 |
| Optimal Sparse Markowitz Portfolios D McKenzie Available at: http, 2017 | 1 | 2017 |
| Faster Predict-and-Optimize with Three-Operator Splitting D McKenzie, SW Fung, H Heaton arXiv preprint arXiv:2301.13395, 2023 | | 2023 |
| Efficient training of infinite-depth neural networks via Jacobian-Free backpropagation SW Fung, H Heaton, Q Li, D McKenzie, S Osher, W Yin 2021 Fall Western Sectional Meeting, 2021 | | 2021 |
| Efficient graph clustering algorithms using compressive sensing D McKenzie University of Georgia, 2019 | | 2019 |
| On the neighborliness of dual flow polytopes of quivers P Gallardo, D Mckenzie arXiv preprint arXiv:1811.01993, 2018 | | 2018 |
| A Compressive Sensing Approach to Cluster Extraction MJ Lai, D Mckenzie arXiv preprint arXiv:1808.05780, 2018 | | 2018 |
| On uniformization of compact Kähler manifolds with negative first chern class by bounded symmetric domains D Mckenzie University of Cape Town, 2014 | | 2014 |
Wotao YinDAMO Academy, Alibaba Group USVerified email at alibaba-inc.com
