Xin Xing

4 papers · 2020–2022 · 3 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🐣 Hot Topic Early Bird

Venues

JMLR (2) AISTATS (1) ICLR (1)

Top co-authors

Ping Ma (3) Jingyi Ma (2) Xinlian Zhang (2) Jun S. Liu (1) Yongkai Chen (1) Zuofeng Shang (1) Meimei Liu (1) Michael Mahoney (1) Wenxuan Zhong (1) Michael W. Mahoney (1)

Research topics

Machine Learning (4) Optimization & Theory (4) Mathematics & Optimization (3) Mathematics (2) Optimization (2) Artificial Intelligence (1) Application Areas (1) Core AI (1)

Keywords

least square (2) numerical linear algebra (2) nonparametric test (2) sampling estimator (2) hypothesis testing (1) mean squared error (1) randomized algorithm (1) asymptotic normality (1) lossless compression (1) asymptotic distribution (1) leverage sampling (1) randomized numerical linear algebra (1) network compression (1) smoothing spline anovum (1) parallelism test (1) optimal sampling (1) optimal sampling probability (1) neural network pruning (1) connection importance (1) statistical inference (1)

Papers

Asymptotic Analysis of Sampling Estimators for Randomized Numerical Linear Algebra Algorithms JMLR 2022 Asymptotic Analysis of Sampling Estimators for Randomized Numerical Linear Algebra Algorithms AISTATS 2020 Minimax Nonparametric Parallelism Test JMLR 2020 Probabilistic Connection Importance Inference and Lossless Compression of Deep Neural Networks ICLR 2020