5 citations · 9 across the 2 of their papers we have counts for
2 papers
cs.CR2022★ 4 cited
Partially Oblivious Neural Network Inference
Panagiotis Rizomiliotis, Christos Diou, Aikaterini Triakosia +2
Oblivious inference is the task of outsourcing a ML model, like neural-networks, without disclosing critical and sensitive information, like the model's parameters. One of the most…
cs.LG2022★ 5 cited
DALE: Differential Accumulated Local Effects for efficient and accurate global explanations
Vasilis Gkolemis, Theodore Dalamagas, Christos Diou
Accumulated Local Effect (ALE) is a method for accurately estimating feature effects, overcoming fundamental failure modes of previously-existed methods, such as Partial Dependence…