2 papers
cs.LG2025
GLASS: Global-Local Aggregation for Inference-time Sparsification of LLMs
Amirmohsen Sattarifard, Sepehr Lavasani, Kunlin Zhang +5
Inference-time sparsification is a promising path to deploy large language models (LLMs) on resource-constrained devices, yet existing training-free methods typically estimate feed…
cs.LG2025
Common Benchmarks Undervalue the Generalization Power of Programmatic Policies
Amirhossein Rajabpour, Kiarash Aghakasiri, Sandra Zilles +1
Algorithms for learning programmatic representations for sequential decision-making problems are often evaluated on out-of-distribution (OOD) problems, with the common conclusion t…