1 citations · 1 across the 7 of their papers we have counts for
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XOR-Trellis: Ultra-Low-Complexity Dequantization and Curvature-Aware Hadamard-Free LLM Quantization
Xiaofan Que, Nir Elkayam, Spandan Pyakurel +2
Trellis-coded quantization enables high-dimensional compression of large language model (LLM) weights at ultra-low bit widths without the exponentially large codebooks required by…
Universal Decoding via the Pairwise Error Probability
Nir Elkayam, Meir Feder
We develop a theory of universal decoding built on the pairwise error probability (PEP) primitive of a companion paper. The PEP and its error spectrum are defined for an arbitrary…
One-Shot Information Theory via the Pairwise Error Probability: Lossy, Joint Source-Channel, Erasure, and Multiuser Coding
Nir Elkayam, Meir Feder
This paper extends a one-shot (finite-blocklength) information-theoretic framework built on a single primitive: the pairwise error probability (PEP) of a randomized, dither-broken…
A Pairwise-Error-Probability Framework for One-Shot Information Theory
Nir Elkayam, Meir Feder
We develop a one-shot (finite-blocklength) channel-coding framework based on the pairwise error probability (PEP) of a decoder with randomized tie-breaking. The tie-breaking rule y…