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Can Deep Learning Only Be Neural Networks?

. WSDM, стр. 6. ACM, (2020)

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Hua Zhou

Zhi-Hua Ran

Zhi-Hua Ran

Zhou Zhou

Maria Zhivkova-Galunska

 

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Corralling a Larger Band of Bandits: A Case Study on Switching Regret for Linear Bandits., , , и . COLT, том 178 из Proceedings of Machine Learning Research, стр. 3635-3684. PMLR, (2022)On the Approximation Ability of Evolutionary Optimization with Application to Minimum Set Cover: Extended Abstract., , и . IJCAI, стр. 3190-3194. IJCAI/AAAI, (2013)Fast Rates in Time-Varying Strongly Monotone Games., , и . ICML, том 202 из Proceedings of Machine Learning Research, стр. 39138-39164. PMLR, (2023)Budgeted Heterogeneous Treatment Effect Estimation., , и . ICML, том 139 из Proceedings of Machine Learning Research, стр. 8693-8702. PMLR, (2021)Fast Provably Robust Decision Trees and Boosting., , , и . ICML, том 162 из Proceedings of Machine Learning Research, стр. 8127-8144. PMLR, (2022)Dynamic Regret of Online Markov Decision Processes., , и . ICML, том 162 из Proceedings of Machine Learning Research, стр. 26865-26894. PMLR, (2022)Multi-Instance Learning with Key Instance Shift., и . IJCAI, стр. 3441-3447. ijcai.org, (2017)Towards Identifying Causal Relation Between Instances and Labels., , и . SDM, стр. 289-297. SIAM, (2019)Building Decision Trees for the Multi-class Imbalance Problem., , , и . PAKDD (1), том 7301 из Lecture Notes in Computer Science, стр. 122-134. Springer, (2012)Cost-sensitive face recognition., и . CVPR, IEEE Computer Society, (2008)