82 citations · 299 across the 40 of their papers we have counts for
56 papers
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…
Drawing a Map of Elections
Stanisław Szufa, Niclas Boehmer, Robert Bredereck +5
Our main contribution is the introduction of the map of elections framework. A map of elections consists of three main elements: (1) a dataset of elections (i.e., collections of or…
Strategic Cost Selection in Participatory Budgeting
Piotr Faliszewski, Łukasz Janeczko, Andrzej Kaczmarczyk +3
We study strategic behavior of project proposers in the context of approval-based participatory budgeting (PB). In our model we assume that the votes are fixed and known and the pr…