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How Many Pretraining Tasks Are Needed for In-Context Learning of Linear Regression?

, , , , , и . CoRR, (2023)

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Xuewu Gu

Xiaogang Gu

Wei Gu

Hyosong Gu

Jie Gu

 

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Robust Classification of Information Networks by Consistent Graph Learning., , и . ECML/PKDD (2), том 9285 из Lecture Notes in Computer Science, стр. 752-767. Springer, (2015)Optimization Theory for ReLU Neural Networks Trained with Normalization Layers., , и . ICML, том 119 из Proceedings of Machine Learning Research, стр. 2751-2760. PMLR, (2020)Provable Robustness of Adversarial Training for Learning Halfspaces with Noise., , и . ICML, том 139 из Proceedings of Machine Learning Research, стр. 13002-13011. PMLR, (2021)MOTS: Minimax Optimal Thompson Sampling., , , , и . ICML, том 139 из Proceedings of Machine Learning Research, стр. 5074-5083. PMLR, (2021)Logarithmic Regret for Reinforcement Learning with Linear Function Approximation., , и . ICML, том 139 из Proceedings of Machine Learning Research, стр. 4171-4180. PMLR, (2021)Adaptive Sampling for Heterogeneous Rank Aggregation from Noisy Pairwise Comparisons., , , , , и . AISTATS, том 151 из Proceedings of Machine Learning Research, стр. 11014-11036. PMLR, (2022)Continuous-Trait Probabilistic Model for Comparing Multi-species Functional Genomic Data., , , , , , и . RECOMB, том 10812 из Lecture Notes in Computer Science, стр. 293-294. Springer, (2018)A similarity measure under Log-Euclidean metric for stereo matching., и . ICPR, стр. 1-4. IEEE Computer Society, (2008)Contextual Bandits in a Collaborative Environment., , , и . SIGIR, стр. 529-538. ACM, (2016)On Trivial Solution and Scale Transfer Problems in Graph Regularized NMF., , и . IJCAI, стр. 1288-1293. IJCAI/AAAI, (2011)