Search Results - Nguyen-Tang, Thanh

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  1. 1
    Markov Information Bottleneck to Improve Information Flow in Stochastic Neural Networks

    Markov Information Bottleneck to Improve Information Flow in Stochastic Neural Networks by Tang Nguyen, Thanh, Choi, Jaesik

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  2. 2
    Distributional Reinforcement Learning via Moment Matching

    Distributional Reinforcement Learning via Moment Matching by Nguyen-Tang, Thanh, Gupta, Sunil, Venkatesh, Svetha

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  3. 3
    Learning in Markov Games with Adaptive Adversaries: Policy Regret, Fundamental Barriers, and Efficient Algorithms

    Learning in Markov Games with Adaptive Adversaries: Policy Regret, Fundamental Barriers, and Efficient Algorithms by Nguyen-Tang, Thanh, Arora, Raman

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  4. 4
    On Sample-Efficient Offline Reinforcement Learning: Data Diversity, Posterior Sampling, and Beyond

    On Sample-Efficient Offline Reinforcement Learning: Data Diversity, Posterior Sampling, and Beyond by Nguyen-Tang, Thanh, Arora, Raman

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  5. 5
    On Practical Reinforcement Learning: Provable Robustness, Scalability, and Statistical Efficiency

    On Practical Reinforcement Learning: Provable Robustness, Scalability, and Statistical Efficiency by Nguyen-Tang, Thanh

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  6. 6
    VIPeR: Provably Efficient Algorithm for Offline RL with Neural Function Approximation

    VIPeR: Provably Efficient Algorithm for Offline RL with Neural Function Approximation by Nguyen-Tang, Thanh, Arora, Raman

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  7. 7
    On Instance-Dependent Bounds for Offline Reinforcement Learning with Linear Function Approximation

    On Instance-Dependent Bounds for Offline Reinforcement Learning with Linear Function Approximation by Nguyen-Tang, Thanh, Yin, Ming, Gupta, Sunil, Venkatesh, Svetha, Arora, Raman

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  8. 8
    SigFormer: Signature Transformers for Deep Hedging

    SigFormer: Signature Transformers for Deep Hedging by Tong, Anh, Nguyen-Tang, Thanh, Lee, Dongeun, Tran, Toan, Choi, Jaesik

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  9. 9
    Offline Multitask Representation Learning for Reinforcement Learning

    Offline Multitask Representation Learning for Reinforcement Learning by Haque Ishfaq, Nguyen-Tang, Thanh, Feng, Songtao, Arora, Raman, Wang, Mengdi, Yin, Ming, Precup, Doina

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  10. 10
    Sample Complexity of Offline Reinforcement Learning with Deep ReLU Networks

    Sample Complexity of Offline Reinforcement Learning with Deep ReLU Networks by Nguyen-Tang, Thanh, Gupta, Sunil, Hung Tran-The, Venkatesh, Svetha

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  11. 11
    Distributional Reinforcement Learning via Moment Matching

    Distributional Reinforcement Learning via Moment Matching by Thanh Tang Nguyen, Gupta, Sunil, Venkatesh, Svetha

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  12. 12
    Offline Neural Contextual Bandits: Pessimism, Optimization and Generalization

    Offline Neural Contextual Bandits: Pessimism, Optimization and Generalization by Nguyen-Tang, Thanh, Gupta, Sunil, A Tuan Nguyen, Venkatesh, Svetha

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  13. 13
    Wicked Oddities: Selectively Poisoning for Effective Clean-Label Backdoor Attacks

    Wicked Oddities: Selectively Poisoning for Effective Clean-Label Backdoor Attacks by Nguyen, Quang H, Nguyen Ngoc-Hieu, Ta, The-Anh, Nguyen-Tang, Thanh, Kok-Seng Wong, Thanh-Tung, Hoang, Doan, Khoa D

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  14. 14
    A Cosine Similarity-based Method for Out-of-Distribution Detection

    A Cosine Similarity-based Method for Out-of-Distribution Detection by Nguyen Ngoc-Hieu, Hung-Quang, Nguyen, Ta, The-Anh, Nguyen-Tang, Thanh, Doan, Khoa D, Thanh-Tung, Hoang

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  15. 15
    On Instance-Dependent Bounds for Offline Reinforcement Learning with Linear Function Approximation

    On Instance-Dependent Bounds for Offline Reinforcement Learning with Linear Function Approximation by Nguyen-Tang, Thanh, Yin, Ming, Gupta, Sunil, Venkatesh, Svetha, Arora, Raman

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  16. 16
    Two-Stage Neural Contextual Bandits for Personalised News Recommendation

    Two-Stage Neural Contextual Bandits for Personalised News Recommendation by Zhang, Mengyan, Nguyen-Tang, Thanh, Wu, Fangzhao, He, Zhenyu, Xie, Xing, Ong, Cheng Soon

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  17. 17
    Combining Online Learning and Offline Learning for Contextual Bandits with Deficient Support

    Combining Online Learning and Offline Learning for Contextual Bandits with Deficient Support by Hung Tran-The, Gupta, Sunil, Nguyen-Tang, Thanh, Rana, Santu, Venkatesh, Svetha

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  18. 18
    Distributionally Robust Bayesian Quadrature Optimization

    Distributionally Robust Bayesian Quadrature Optimization by Thanh Tang Nguyen, Gupta, Sunil, Ha, Huong, Rana, Santu, Venkatesh, Svetha

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  19. 19
    Expression of genes involved in exopolysaccharide synthesis in Lactiplantibacillus plantarum VAL6 under environmental stresses

    Expression of genes involved in exopolysaccharide synthesis in Lactiplantibacillus plantarum VAL6 under environmental stresses by Le, Trung-Son, Nguyen, Phu-Tho, Nguyen-Ho, Song-Hao, Nguyen, Tang-Phu, Nguyen, Thi-Tho, Thai, My-Ngan, Nguyen-Thi, To-Uyen, Nguyen, Minh-Chon, Hoang, Quoc-Khanh, Nguyen, Huu-Thanh

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  20. 20
    Development of g-C3N4/BiVO4 Binary Component Heterojunction as an Advanced Visible Light-Responded Photocatalyst for Polluted Antibiotics Degradation

    Development of g-C3N4/BiVO4 Binary Component Heterojunction as an Advanced Visible Light-Responded Photocatalyst for Polluted Antibiotics Degradation by Le Minh Tri, Nguyen, Cam, Nguyen Thi Dieu, Pham, Hai Dinh, Van Thuan, Doan, Pham, Thanh-Dong, Nguyen, Van Tang, Trung, Nguyen Tien, Tung, Mai Hung Thanh, Phuong, Tran Thi Thu, Nguyen, Thi Thu Phuong, Van Hoang, Cao, Dao, Van Duong

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