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Jerry Li

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titleconferencedate
Introducing ArtelaCosmoverse 20232023-10-02
A new Cosmos SDK L1 that runs EVM + WASM VMs and adds an "aspect" programming unit to inject logic at transaction stages, claiming runtime customization and…
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Towards Lower Bounds for Efficient Robust Estimation From Worst Case AssumptionsRigorous Evidence for Information-Computation Trade-offs2021-09-13
Shows that beating O(sqrt(epsilon)) under only moment or resilience assumptions is probably impossible by reductions from small‑set expansion variants…
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1Provably Robust Deep Learning via Adversarially Trained Smoothed ClassifiersFrontiers of Deep Learning 20192019-07-15
Claims that adversarially train the smooth classifier (optimize the smoothed model’s loss, not data-augmented base loss) substantially improves certifiable L2…
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Mixture Models, Robustness, and Sum of Squares ProofsRobust and High-Dimensional Statistics (Simons Institute workshop, 2018)2018-10-29
Gives an efficient pipeline using the Sum of Squares hierarchy to find bounded high-moment subsets and then recover parameters. For mixtures of K Gaussians…
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