| Lora learns less and forgets less D Biderman, J Portes, JJG Ortiz, M Paul, P Greengard, C Jennings, ... arXiv preprint arXiv:2405.09673, 2024 | 331 | 2024 |
| LQ-LoRa: Low-rank plus quantized matrix decomposition for efficient language model finetuning H Guo, P Greengard, EP Xing, Y Kim ICLR 2024, 2023 | 92 | 2023 |
| Learning to grow pretrained models for efficient transformer training P Wang, R Panda, LT Hennigen, P Greengard, L Karlinsky, R Feris, ... ICLR 2023, 2023 | 92 | 2023 |
| The piranha problem: Large effects swimming in a small pond C Tosh, P Greengard, B Goodrich, A Gelman, A Vehtari, D Hsu Notices of the American Mathematical Society 72 (1), 15-25, 2025 | 30* | 2025 |
| Federated Learning as Variational Inference: A Scalable Expectation Propagation Approach H Guo, P Greengard, H Wang, A Gelman, Y Kim, EP Xing ICLR 2023, 2023 | 29 | 2023 |
| Efficient reduced-rank methods for Gaussian processes with eigenfunction expansions P Greengard, M O’Neil Statistics and Computing 32 (5), 94, 2022 | 17 | 2022 |
| An algorithm for the evaluation of the incomplete gamma function P Greengard, V Rokhlin Advances in Computational Mathematics 45 (1), 23-49, 2019 | 15 | 2019 |
| Generalized prolate spheroidal functions: algorithms and analysis P Greengard Pure and Applied Analysis 6 (3), 789–833, 2024 | 14* | 2024 |
| Equispaced Fourier representations for efficient Gaussian process regression from a billion data points P Greengard, M Rachh, AH Barnett SIAM/ASA Journal on Uncertainty Quantification 13 (1), 63-89, 2025 | 11 | 2025 |
| Zernike polynomials: Evaluation, quadrature, and interpolation P Greengard, K Serkh arXiv preprint arXiv:1811.02720, 2018 | 10 | 2018 |
| A calibrated BISG for inferring race from surname and geolocation P Greengard, A Gelman Journal of the Royal Statistical Society Series A: Statistics in Society 189 …, 2026 | 8* | 2026 |
| Uniform approximation of common Gaussian process kernels using equispaced Fourier grids A Barnett, P Greengard, M Rachh Applied and Computational Harmonic Analysis 71, 101640, 2024 | 8 | 2024 |
| On a linearization of quadratic Wasserstein distance P Greengard, JG Hoskins, NF Marshall, A Singer arXiv preprint arXiv:2201.13386, 2022 | 8 | 2022 |
| Factor clustering with t-SNE P Greengard, Y Liu, S Steinerberger, A Tsyvinski Available at SSRN 3696027, 2020 | 8 | 2020 |
| Lora learns less and forgets less. arXiv 2024 D Biderman, J Portes, JJG Ortiz, M Paul, P Greengard, C Jennings, ... arXiv preprint arXiv:2405.09673, 0 | 7 | |
| An ensemblized Metropolized Langevin sampler P Greengard Master's thesis, Courant Institute, New York University, 2015 | 6 | 2015 |
| Efficient Fourier representations of families of Gaussian processes P Greengard SIAM Journal on Scientific Computing 47 (2), A971-A990, 2025 | 4* | 2025 |
| A fast regression via SVD and marginalization P Greengard, A Gelman, A Vehtari Computational Statistics 37 (2), 701-720, 2022 | 4 | 2022 |
| Fast methods for posterior inference of two-group normal-normal models P Greengard, J Hoskins, CC Margossian, J Gabry, A Gelman, A Vehtari Bayesian analysis 18 (3), 889, 2022 | 3 | 2022 |
| Hierarchical Bayesian models to mitigate systematic disparities in prediction with proxy outcomes JM Mikhaeil, A Gelman, P Greengard Journal of the Royal Statistical Society Series A: Statistics in Society 189 …, 2026 | 2 | 2026 |
