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cs.LG2026
Vertex-Softmax: Tight Transformer Verification via Exact Softmax Optimization
Navid Rezazadeh, Arash Gholami Davoodi
Certified verification of transformer attention requires bounding the softmax function over interval constraints on the pre-softmax scores. Existing verifiers relax softmax ndepend…
cs.LG2019
ForestDSH: A Universal Hash Design for Discrete Probability Distributions
Arash Gholami Davoodi, Sean Chang, Hyun Gon Yoo +3
In this paper, we consider the problem of classification of high dimensional queries to high dimensional classes where a…