82 citations · 299 across the 40 of their papers we have counts for
4 papers · 1 filter
SARATHI: Decoupled Data-Free Probing and Adaptive Reconstruction for Structured LLM Pruning
Sankar Behera, Dhruv Singh, Satyadev Ahlawat +1
Structured pruning reduces the inference cost of large language models (LLMs) by permanently removing neurons and weight rows, yielding dense, hardware-agnostic speedup. Existing p…
Core Up-To-One for Participatory Budgeting with Additive Utilities
Piotr Skowron
We study participatory budgeting with additive utilities. We introduce a selection rule based on utility-weighted harmonic entropy and a cost penalty, and prove that it returns bud…
A General Theory of Proportionality with Additive Utilities
Piotr Skowron
We consider a model where a subset of candidates must be selected based on voter preferences, subject to general constraints that specify which subsets are feasible. This model gen…
How Similar Are Two Elections?
Piotr Faliszewski, Piotr Skowron, Arkadii Slinko +3
We introduce and study isomorphic distances between ordinal elections (with the same numbers of candidates and voters). The main feature of these distances is that they are invaria…