3 papers
cs.MA2025
MTTR-A: Measuring Cognitive Recovery Latency in Multi-Agent Systems
Barak Or
Reliability in multi-agent systems (MAS) built on large language models is increasingly limited by cognitive failures rather than infrastructure faults. Existing observability tool…
stat.ME2025
Selection-Induced Contraction of Innovation Statistics in Gated Kalman Filters
Barak Or
Validation gating is a fundamental component of classical Kalman-based tracking systems. Only measurements whose normalized innovation squared (NIS) falls below a prescribed thresh…
cs.SE2025
Improving Requirements Classification with SMOTE-Tomek Preprocessing
Barak Or
This study emphasizes the domain of requirements engineering by applying the SMOTE-Tomek preprocessing technique, combined with stratified K-fold cross-validation, to address class…