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cs.LG2026
Counterexamples to Local Reconstruction Gain as a Proxy for Final Fidelity in Residual Completion
Yasuto Hoshi, Daisuke Miyashita, Jun Deguchi
Residual completion augments query-aware sparse attention by estimating the contribution of tokens omitted from the exact sparse computation. We ask whether improving a layer's att…
cs.LG2026
Residual-Mass Accounting for Partial-KV Decoding
Yasuto Hoshi, Daisuke Miyashita, Jun Deguchi
We study a controlled partial-KV decoding setting in which exact unnormalized softmax contributions are computed for sink/tail anchors and a retrieved token set, while the remainin…