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add missing citation
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zhimin-z committed Nov 18, 2024
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> Hazan, Elad, Amit Agarwal, and Satyen Kale. "Logarithmic regret algorithms for online convex optimization." Machine Learning 69.2 (2007): 169-192.
> Ismailov, Vugar E. "A three layer neural network can represent any multivariate function." Journal of Mathematical Analysis and Applications 523.1 (2023): 127096.
> Kearns, Michael J., and Umesh Vazirani. An introduction to computational learning theory. MIT press, 1994.
> Lai, Tze Leung, and Herbert Robbins. "Asymptotically efficient adaptive allocation rules." Advances in applied mathematics 6.1 (1985): 4-22.
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> Wang, Guanghui, Shiyin Lu, and Lijun Zhang. "Adaptivity and optimality: A universal algorithm for online convex optimization." Uncertainty in Artificial Intelligence. PMLR, 2020.
> Yun, Chulhee, et al. "Are Transformers universal approximators of sequence-to-sequence functions?." International Conference on Learning Representations.
> Zhang, Lijun, Shiyin Lu, and Zhi-Hua Zhou. "Adaptive online learning in dynamic environments." Advances in neural information processing systems 31 (2018)
> Zhang, Lijun, Tie-Yan Liu, and Zhi-Hua Zhou. "Adaptive regret of convex and smooth functions." International Conference on Machine Learning. PMLR, 2019.
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