Ankith M S

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Publication activitypapers/week, last 8 weeks

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Architecture Design (Transformers, SSMs, MoE) (1)Inference & Quantization (1)

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Ziyi Wang (1)Siva Rajesh Kasa (1)Santhosh Kumar Kasa (1)Jiaru Zou (1)

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Apr 8, 2026

Amazon Science1w ago·also Purdue, UIUC

DIVERSED: Relaxed Speculative Decoding via Dynamic Ensemble Verification

Speculative decoding's speed boost just got a whole lot bigger: DIVERSED dynamically loosens the verification constraints, letting more good tokens through and accelerating inference.

Ziyi Wang, Siva Rajesh Kasa, Ankith M S +5

Architecture Design (Transformers, SSMs, MoE)Inference & Quantization

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Ankith M S

Publication activitypapers/week, last 8 weeks

Research focus

Frequent co-authors

Papers (1)