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From block-Toeplitz matrices to differential equations on graphs: towards a general theory for scalable masked Transformers.

, , , , , , , , , and . ICML, volume 162 of Proceedings of Machine Learning Research, page 3962-3983. PMLR, (2022)

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Interpretable Feedback for AutoML and a Proposal for Domain-customized AutoML for Networking., , and . HotNets, page 53-60. ACM, (2021)Interpret-able feedback for AutoML systems., , and . CoRR, (2021)Hybrid Random Features., , , , , , , , , and 3 other author(s). CoRR, (2021)Synthesizing Formal Network Specifications From Input-Output Examples., , , , , and . IEEE/ACM Trans. Netw., 31 (3): 994-1009 (June 2023)Pseudo-Bayesian Optimization., and . CoRR, (2023)Graph Kernel Attention Transformers., , , and . CoRR, (2021)Felix: Implementing Traffic Measurement on End Hosts Using Program Analysis., , , , , and . SOSR, page 14. ACM, (2016)Hybrid Random Features., , , , , , , , , and 3 other author(s). ICLR, OpenReview.net, (2022)Learning Prediction Intervals for Regression: Generalization and Calibration., , , , and . AISTATS, volume 130 of Proceedings of Machine Learning Research, page 820-828. PMLR, (2021)From block-Toeplitz matrices to differential equations on graphs: towards a general theory for scalable masked Transformers., , , , , , , , , and . ICML, volume 162 of Proceedings of Machine Learning Research, page 3962-3983. PMLR, (2022)