Minimizing Polarization and Disagreement in the Friedkin-Johnsen Model with Unknown Innate Opinions.
CoRR, January, 2025
Dynamic Structure Estimation from Bandit Feedback using Nonvanishing Exponential Sums.
Trans. Mach. Learn. Res., 2024
A constant-ratio approximation algorithm for a class of hub-and-spoke network design problems and metric labeling problems: Star metric case.
Discret. Appl. Math., 2024
Query-Efficient Correlation Clustering with Noisy Oracle.
Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024
Best-of-Both-Worlds Algorithms for Linear Contextual Bandits.
Proceedings of the International Conference on Artificial Intelligence and Statistics, 2024
Collaborative Pure Exploration in Kernel Bandit.
Proceedings of the Eleventh International Conference on Learning Representations, 2023
Dynamic Structure Estimation from Bandit Feedback.
CoRR, 2022
Combinatorial Pure Exploration with Bottleneck Reward Function and its Extension to General Reward Functions.
CoRR, 2021
Combinatorial Pure Exploration with Bottleneck Reward Function.
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021
Combinatorial Pure Exploration with Full-Bandit or Partial Linear Feedback.
Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021
Polynomial-Time Algorithms for Multiple-Arm Identification with Full-Bandit Feedback.
Neural Comput., 2020
Combinatorial Pure Exploration with Full-bandit Feedback and Beyond: Solving Combinatorial Optimization under Uncertainty with Limited Observation.
CoRR, 2020
Combinatorial Pure Exploration with Partial or Full-Bandit Linear Feedback.
CoRR, 2020
Online Dense Subgraph Discovery via Blurred-Graph Feedback.
Proceedings of the 37th International Conference on Machine Learning, 2020
Approximation Algorithm for Cycle-Star Hub Network Design Problems and Cycle-Metric Labeling Problems.
J. Graph Algorithms Appl., 2019
Polynomial-time Algorithms for Combinatorial Pure Exploration with Full-bandit Feedback.
CoRR, 2019
Non-zero-sum Stackelberg Budget Allocation Game for Computational Advertising.
Proceedings of the PRICAI 2019: Trends in Artificial Intelligence, 2019
Graph Mining Meets Crowdsourcing: Extracting Experts for Answer Aggregation.
Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019