Lin F. Yang (杨林)
Lin F. Yang (杨林)
Assistant Professor, Department of Electrical and Computer Engineering @ UCLA
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The hierarchical nature of the spin alignment of dark matter haloes in filaments
MA Aragon-Calvo, LF Yang
Monthly Notices of the Royal Astronomical Society: Letters 440 (1), L46-L50, 2014
Near-optimal time and sample complexities for solving Markov decision processes with a generative model
A Sidford, M Wang, X Wu, L Yang, Y Ye
Advances in Neural Information Processing Systems, 5186-5196, 2018
Reinforcement Learning in Feature Space: Matrix Bandit, Kernels, and Regret Bound
LF Yang, M Wang
arXiv preprint arXiv:1905.10389, 2019
Sample-optimal parametric q-learning using linearly additive features
LF Yang, M Wang
arXiv preprint arXiv:1902.04779, 2019
Warmth elevating the depths: shallower voids with warm dark matter
LF Yang, MC Neyrinck, MA Aragón-Calvo, B Falck, J Silk
Monthly Notices of the Royal Astronomical Society 451 (4), 3606-3614, 2015
Ringing the initial Universe: the response of overdensity and transformed-density power spectra to initial spikes
MC Neyrinck, LF Yang
Monthly Notices of the Royal Astronomical Society 433 (2), 1628-1633, 2013
Misspecified nonconvex statistical optimization for sparse phase retrieval
Z Yang, LF Yang, EX Fang, T Zhao, Z Wang, M Neykov
Mathematical Programming 176 (1-2), 545-571, 2019
Streaming space complexity of nearly all functions of one variable on frequency vectors
V Braverman, SR Chestnut, DP Woodruff, LF Yang
Proceedings of the 35th ACM SIGMOD-SIGACT-SIGAI Symposium on Principles of …, 2016
New time-space upperbounds for directed reachability in high-genus and h-minor-free graphs
D Chakraborty, A Pavan, R Tewari, NV Vinodchandran, LF Yang
34th International Conference on Foundation of Software Technology and …, 2014
Model-based reinforcement learning with a generative model is minimax optimal
A Agarwal, S Kakade, LF Yang
arXiv preprint arXiv:1906.03804, 2019
Clustering high dimensional dynamic data streams
V Braverman, G Frahling, H Lang, C Sohler, LF Yang
arXiv preprint arXiv:1706.03887, 2017
The Optical Counterpart of NGC 1313 X-1
L Yang, H Feng, P Kaaret
The Astrophysical Journal 733 (2), 118, 2011
Is a Good Representation Sufficient for Sample Efficient Reinforcement Learning?
SS Du, SM Kakade, R Wang, LF Yang
arXiv preprint arXiv:1910.03016, 2019
Variance reduction methods for sublinear reinforcement learning
S Kakade, M Wang, LF Yang
arXiv preprint arXiv:1802.09184, 2018
Streaming symmetric norms via measure concentration
J Błasiok, V Braverman, SR Chestnut, R Krauthgamer, LF Yang
Proceedings of the 49th Annual ACM SIGACT Symposium on Theory of Computing …, 2017
Sketches for matrix norms: Faster, smaller and more general
V Braverman, SR Chestnut, R Krauthgamer, LF Yang
arXiv preprint arXiv:1609.05885, 2016
The physical systems behind optimization algorithms
L Yang, R Arora, T Zhao
Advances in Neural Information Processing Systems, 4372-4381, 2018
Streaming algorithms for halo finders
Z Liu, N Ivkin, L Yang, M Neyrinck, G Lemson, A Szalay, V Braverman, ...
2015 IEEE 11th International Conference on e-Science, 342-351, 2015
Feature-based q-learning for two-player stochastic games
Z Jia, LF Yang, M Wang
arXiv preprint arXiv:1906.00423, 2019
Learning to Translate with Products of Novices: A Suite of Open-Ended Challenge Problems for Teaching MT
Transactions of the Association for Computational Linguistics, 2013
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