3 papers
cs.LG2026
Complementary Attention Head Pruning for Efficient Transformers
Yaniv Livertovsky, Shahar Somin, Gonen Singer
The remarkable success of Transformer-based models in natural language processing stems from architectural scaling, which leads to a large number of parameters and hinders deployme…
cs.SI2025
Echoes of the hidden: Uncovering coordination beyond network structure
Shahar Somin, Tom Cohen, Jeremy Kepner +1
The study of connectivity and coordination has drawn increasing attention in recent decades due to their central role in driving markets, shaping societal dynamics, and influencing…
cs.CR2024
Temporal fingerprints: Identity matching across fully encrypted domain
Shahar Somin, Keeley Erhardt, Alex 'Sandy' Pentland
Technological advancements have significantly transformed communication patterns, introducing a diverse array of online platforms, thereby prompting individuals to use multiple pro…