SD2: spatially resolved transcriptomics deconvolution through integration of dropout and spatial information H Li, H Li, J Zhou, X Gao Bioinformatics 38 (21), 4878-4884, 2022 | 19 | 2022 |
The Power of Extrapolation in Federated Learning H Li, K Acharya, P Richtarik The Thirty-Eighth Annual Conference on Neural Information Processing Systems, 2024 | 5 | 2024 |
Det-CGD: Compressed gradient descent with matrix stepsizes for non-convex optimization H Li, A Karagulyan, P Richtárik The Twelfth International Conference on Learning Representations, 2023 | 5 | 2023 |
Variance reduced distributed non-convex optimization using matrix stepsizes H Li, A Karagulyan, P Richtárik arXiv, 2024 | 1 | 2024 |
On the convergence of fedprox with extrapolation and inexact prox H Li, P Richtárik arXiv preprint arXiv:2410.01410, 2024 | 1 | 2024 |
MARINA Meets Matrix Stepsizes: Variance Reduced Distributed Non-convex Optimization H Li, A Karagulyan, P Richtárik arXiv preprint arXiv:2310.04614, 2023 | | 2023 |