conftrace_

statistical accuracy

10 papers

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Co-occurring keywords

newton method (64) nystrom method (46) gradient descent (1144) computational efficiency (362) computational complexity (399) sample complexity (1169) combinatorial constraint (10) time series datum (7) noisy datum (44) pairwise learning (31)

Papers

Instability, Computational Efficiency and Statistical Accuracy JMLR 2025
Distributed Gaussian Mean Estimation under Communication Constraints: Optimal Rates and Communication-Efficient Algorithms JMLR 2024
When are dynamical systems learned from time series data statistically accurate? NIPS 2024
Statistical Optimality and Computational Efficiency of Nystrom Kernel PCA JMLR 2022
PeerReview4All: Fair and Accurate Reviewer Assignment in Peer Review JMLR 2021
Nonconvex Low-Rank Tensor Completion from Noisy Data NIPS 2019
Scalable and Efficient Pairwise Learning to Achieve Statistical Accuracy AAAI 2019
Statistical and Computational Trade-Offs in Kernel K-Means NIPS 2018
Nonlinear Structured Signal Estimation in High Dimensions via Iterative Hard Thresholding AISTATS 2018
Adaptive Newton Method for Empirical Risk Minimization to Statistical Accuracy NIPS 2016