Researcher profile
Sébastien Bubeck
2 papers in the PaperMetrix corpus
Publications
Papers by this author
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Adversarial Examples in Multi-Layer Random ReLU Networks
2021 · arXiv (Cornell University)
We consider the phenomenon of adversarial examples in ReLU networks with independent gaussian parameters. For networks of constant depth and with a large range of widths (for instance, it suffices if the width of each …
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TinyGSM: achieving >80% on GSM8k with small language models
2023 · arXiv (Cornell University)
Small-scale models offer various computational advantages, and yet to which extent size is critical for problem-solving abilities remains an open question. Specifically for solving grade school math, the smallest model size so far required to …