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Assaf Schuster

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Pseudorandom Self-Reductions for NP-Complete ProblemsITCS 20222022-01-31
Claim: non-adaptive pseudorandom self-reduction for Max Clique (and every nontrivial hereditary max-subgraph problem) holds assuming the non-uniform planted…
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Fine-tuning giant neural networks on commodity hardware with automatic pipeline...USENIX ATC '212021-07-14
FTPipe presents a practical pipeline model‑parallel system that fine‑tunes giant transformers (BERT‑340M, GPT2‑1.5B, T5‑3B) on commodity PCIe GPUs by…
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