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cs.GT2026
Axiom Satisfiability of Linear Rewards in Alignment
Soumya Nasipuri, Sayak Ray Chowdhury, Sanjukta Roy
Learning from human preference data is the dominant route to aligning language models with human values. In linear social choice, where rewards are linear in a fixed feature repres…
cs.GT2026
Menu Selection: A Computational Approach to Minimizing Food Waste
Haris Aziz, Nicholas Mattei, Shivika Narang +1
We introduce a novel collective decision making problem that captures the ubiquitous issue of ordering food to cater for varied dietary preferences and requirements. Our settings i…
cs.DS2026
Complexity of Eliminating (Majority) Illusion in Directed Networks
Sougata Jana, Sanjukta Roy
We study illusion elimination problems on directed social networks where each vertex is colored either red or blue. A vertex is under \textit{majority illusion} if it has more red…