16 citations · 48 across the 22 of their papers we have counts for
4 papers · 1 filter
Generalization and Membership Inference Attack a Practical Perspective
Fateme Rahmani, Mahdi Jafari Siavoshani, Mohammad Hossein Rohban
With the emergence of new evaluation metrics and attack methodologies for Membership Inference Attacks (MIA), it becomes essential to reevaluate previously accepted assumptions. In…
Extended Deep Submodular Functions
Seyed Mohammad Hosseini, Arash Jamshid, Seyed Mahdi Noormousavi +2
We introduce a novel category of set functions called Extended Deep Submodular functions (EDSFs), which are neural network-representable. EDSFs serve as an extension of Deep Submod…
Adaptive Online Learning for Gradient-Based Optimizers
Saeed Masoudian, Ali Arabzadeh, Mahdi Jafari Siavoshani +2
As application demands for online convex optimization accelerate, the need for designing new methods that simultaneously cover a large class of convex functions and impose the lowe…
Low-Complexity Stochastic Generalized Belief Propagation
Farzin Haddadpour, Mahdi Jafari Siavoshani, Morteza Noshad
The generalized belief propagation (GBP), introduced by Yedidia et al., is an extension of the belief propagation (BP) algorithm, which is widely used in different problems involve…