Ruosong Wang
Ruosong Wang
Adresse e-mail validée de andrew.cmu.edu - Page d'accueil
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Fine-grained analysis of optimization and generalization for overparameterized two-layer neural networks
S Arora, SS Du, W Hu, Z Li, R Wang
arXiv preprint arXiv:1901.08584, 2019
2072019
On exact computation with an infinitely wide neural net
S Arora, SS Du, W Hu, Z Li, RR Salakhutdinov, R Wang
Advances in Neural Information Processing Systems, 8141-8150, 2019
1732019
Graph neural tangent kernel: Fusing graph neural networks with graph kernels
SS Du, K Hou, RR Salakhutdinov, B Poczos, R Wang, K Xu
Advances in Neural Information Processing Systems, 5723-5733, 2019
282019
Nearly optimal sampling algorithms for combinatorial pure exploration
L Chen, A Gupta, J Li, M Qiao, R Wang
arXiv preprint arXiv:1706.01081, 2017
262017
Exponential separations in the energy complexity of leader election
YJ Chang, T Kopelowitz, S Pettie, R Wang, W Zhan
ACM Transactions on Algorithms (TALG) 15 (4), 1-31, 2019
222019
Provably efficient Q-learning with function approximation via distribution shift error checking oracle
SS Du, Y Luo, R Wang, H Zhang
Advances in Neural Information Processing Systems, 8060-8070, 2019
212019
Harnessing the power of infinitely wide deep nets on small-data tasks
S Arora, SS Du, Z Li, R Salakhutdinov, R Wang, D Yu
arXiv preprint arXiv:1910.01663, 2019
202019
Is a Good Representation Sufficient for Sample Efficient Reinforcement Learning?
SS Du, SM Kakade, R Wang, LF Yang
arXiv preprint arXiv:1910.03016, 2019
192019
Enhanced convolutional neural tangent kernels
Z Li, R Wang, D Yu, SS Du, W Hu, R Salakhutdinov, S Arora
arXiv preprint arXiv:1911.00809, 2019
172019
k-regret minimizing set: Efficient algorithms and hardness
W Cao, J Li, H Wang, K Wang, R Wang, R Chi-Wing Wong, W Zhan
20th International Conference on Database Theory (ICDT 2017), 2017
162017
Optimism in reinforcement learning with generalized linear function approximation
Y Wang, R Wang, SS Du, A Krishnamurthy
arXiv preprint arXiv:1912.04136, 2019
92019
Tight Bounds for p Oblivious Subspace Embeddings
R Wang, DP Woodruff
Proceedings of the Thirtieth Annual ACM-SIAM Symposium on Discrete …, 2019
92019
Efficient near-optimal algorithms for barter exchange
Z Jia, P Tang, R Wang, H Zhang
Proceedings of the 16th Conference on Autonomous Agents and MultiAgent …, 2017
92017
Bounded Rationality of Restricted Turing Machines.
L Chen, P Tang, R Wang
AAAI, 444-450, 2017
92017
Agnostic Q-learning with function approximation in deterministic systems: Tight bounds on approximation error and sample complexity
SS Du, JD Lee, G Mahajan, R Wang
arXiv preprint arXiv:2002.07125, 2020
72020
K-memory strategies in repeated games
L Chen, F Lin, P Tang, K Wang, R Wang, S Wang
Proceedings of the 16th Conference on Autonomous Agents and MultiAgent …, 2017
72017
Dimensionality reduction for tukey regression
KL Clarkson, R Wang, DP Woodruff
arXiv preprint arXiv:1905.05376, 2019
62019
Efficient symmetric norm regression via linear sketching
Z Song, R Wang, L Yang, H Zhang, P Zhong
Advances in Neural Information Processing Systems, 830-840, 2019
62019
Is Long Horizon Reinforcement Learning More Difficult Than Short Horizon Reinforcement Learning?
R Wang, SS Du, LF Yang, SM Kakade
arXiv preprint arXiv:2005.00527, 2020
52020
Tight bounds for the subspace sketch problem with applications
Y Li, R Wang, DP Woodruff
Proceedings of the Fourteenth Annual ACM-SIAM Symposium on Discrete …, 2020
42020
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