Tianyuan Jin

According to our database1, Tianyuan Jin authored at least 17 papers between 2017 and 2024.

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Bibliography

2024
Multi-Armed Bandits with Abstention.
CoRR, 2024

Finite-Time Frequentist Regret Bounds of Multi-Agent Thompson Sampling on Sparse Hypergraphs.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023
Optimal Batched Best Arm Identification.
CoRR, 2023

Thompson Sampling with Less Exploration is Fast and Optimal.
Proceedings of the International Conference on Machine Learning, 2023

2022
Finite-Time Regret of Thompson Sampling Algorithms for Exponential Family Multi-Armed Bandits.
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

2021
Unconstrained Submodular Maximization with Modular Costs: Tight Approximation and Application to Profit Maximization.
Proc. VLDB Endow., 2021

Almost Optimal Anytime Algorithm for Batched Multi-Armed Bandits.
Proceedings of the 38th International Conference on Machine Learning, 2021

Optimal Streaming Algorithms for Multi-Armed Bandits.
Proceedings of the 38th International Conference on Machine Learning, 2021

MOTS: Minimax Optimal Thompson Sampling.
Proceedings of the 38th International Conference on Machine Learning, 2021

Double Explore-then-Commit: Asymptotic Optimality and Beyond.
Proceedings of the Conference on Learning Theory, 2021

2020
Realtime Index-Free Single Source SimRank Processing on Web-Scale Graphs.
Proc. VLDB Endow., 2020

2019
Realtime Top-k Personalized PageRank over Large Graphs on GPUs.
Proc. VLDB Endow., 2019

Efficient Pure Exploration in Adaptive Round model.
Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

Tracking Top-k Influential Users with Relative Errors.
Proceedings of the 28th ACM International Conference on Information and Knowledge Management, 2019

2018
Tracking Top-K Influential Vertices in Dynamic Networks.
CoRR, 2018

Maximizing the Effect of Information Adoption: A General Framework.
Proceedings of the 2018 SIAM International Conference on Data Mining, 2018

2017
A Markov Chain Monte Carlo Approach for Source Detection in Networks.
Proceedings of the Social Media Processing - 6th National Conference, 2017


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