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cs.LG2026
Stochastic KV Routing: Enabling Adaptive Depth-Wise Cache Sharing
Anastasiia Filippova, David Grangier, Marco Cuturi +1
Serving transformer language models with high throughput requires caching Key-Values (KVs) to avoid redundant computation during autoregressive generation. The memory footprint of…
cs.LG2026
Amortized Maximum Inner Product Search with Learned Support Functions
Theo X. Olausson, João Monteiro, Michal Klein +1
Maximum inner product search (MIPS) is a crucial subroutine in machine learning, requiring the identification of a vector taken within a database (the keys) that best aligns with a…