 Orthonormal Sketches for Secure Coded RegressionInternational Symposium on Information Theory (ISIT), 2022 |
 Dynamic Network-Assisted D2D-Aided Coded Distributed LearningIEEE Transactions on Communications (IEEE Trans. Commun.), 2021 |
 Adaptive Newton Sketch: Linear-time Optimization with Quadratic
Convergence and Effective Hessian DimensionalityInternational Conference on Machine Learning (ICML), 2021 |
 Adaptive and Oblivious Randomized Subspace Methods for High-Dimensional
Optimization: Sharp Analysis and Lower BoundsIEEE Transactions on Information Theory (IEEE Trans. Inf. Theory), 2020 |
 Effective Dimension Adaptive Sketching Methods for Faster Regularized
Least-Squares OptimizationNeural Information Processing Systems (NeurIPS), 2020 |
