22 citations · 146 across the 47 of their papers we have counts for
3 papers · 1 filter
Lifelong Learning Starting From Zero
Claes Strannegård, Herman Carlström, Niklas Engsner +3
We present a deep neural-network model for lifelong learning inspired by several forms of neuroplasticity. The neural network develops continuously in response to signals from the…
Recovery Bounds on Class-Based Optimal Transport: A Sum-of-Norms Regularization Framework
Arman Rahbar, Ashkan Panahi, Morteza Haghir Chehreghani +2
We develop a novel theoretical framework for understating OT schemes respecting a class structure. For this purpose, we propose a convex OT program with a sum-of-norms regularizati…
Reliable Agglomerative Clustering
Morteza Haghir Chehreghani
Standard agglomerative clustering suggests establishing a new reliable linkage at every step. However, in order to provide adaptive, density-consistent and flexible solutions, we s…