Michal Derezinski
According to our database1,
Michal Derezinski
authored at least 43 papers
between 2014 and 2024.
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Bibliography
2024
HERTA: A High-Efficiency and Rigorous Training Algorithm for Unfolded Graph Neural Networks.
CoRR, 2024
2023
Math. Program., 2023
Surrogate-based Autotuning for Randomized Sketching Algorithms in Regression Problems.
CoRR, 2023
Randomized Numerical Linear Algebra : A Perspective on the Field With an Eye to Software.
CoRR, 2023
Algorithmic Gaussianization through Sketching: Converting Data into Sub-gaussian Random Designs.
Proceedings of the Thirty Sixth Annual Conference on Learning Theory, 2023
2022
Sharp Analysis of Sketch-and-Project Methods via a Connection to Randomized Singular Value Decomposition.
CoRR, 2022
Stochastic Variance-Reduced Newton: Accelerating Finite-Sum Minimization with Large Batches.
CoRR, 2022
Proceedings of the 13th Innovations in Theoretical Computer Science Conference, 2022
2021
Proceedings of the Thirty-Seventh Conference on Uncertainty in Artificial Intelligence, 2021
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021
Improved Guarantees and a Multiple-descent Curve for Column Subset Selection and the Nystrom Method (Extended Abstract).
Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence, 2021
Proceedings of the Conference on Learning Theory, 2021
Query complexity of least absolute deviation regression via robust uniform convergence.
Proceedings of the Conference on Learning Theory, 2021
2020
Improved guarantees and a multiple-descent curve for the Column Subset Selection Problem and the Nyström method.
CoRR, 2020
Exact expressions for double descent and implicit regularization via surrogate random design.
Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020
Precise expressions for random projections: Low-rank approximation and randomized Newton.
Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020
Improved guarantees and a multiple-descent curve for Column Subset Selection and the Nystrom method.
Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020
Debiasing Distributed Second Order Optimization with Surrogate Sketching and Scaled Regularization.
Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020
Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020
Isotropy and Log-Concave Polynomials: Accelerated Sampling and High-Precision Counting of Matroid Bases.
Proceedings of the 61st IEEE Annual Symposium on Foundations of Computer Science, 2020
Proceedings of the 23rd International Conference on Artificial Intelligence and Statistics, 2020
Proceedings of the 23rd International Conference on Artificial Intelligence and Statistics, 2020
2019
CoRR, 2019
Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019
Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019
Minimax experimental design: Bridging the gap between statistical and worst-case approaches to least squares regression.
Proceedings of the Conference on Learning Theory, 2019
Proceedings of the Conference on Learning Theory, 2019
Proceedings of the 22nd International Conference on Artificial Intelligence and Statistics, 2019
2018
Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018
Proceedings of the 23rd International Conference on Intelligent User Interfaces, 2018
Proceedings of the International Conference on Artificial Intelligence and Statistics, 2018
Proceedings of the International Conference on Artificial Intelligence and Statistics, 2018
2017
CoRR, 2017
Proceedings of the Advances in Neural Information Processing Systems 30: Annual Conference on Neural Information Processing Systems 2017, 2017
2014
Proceedings of the Advances in Neural Information Processing Systems 27: Annual Conference on Neural Information Processing Systems 2014, 2014