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cs.LG2021
Concept Representation Learning with Contrastive Self-Supervised Learning
Daniel T. Chang
Concept-oriented deep learning (CODL) is a general approach to meet the future challenges for deep learning: (1) learning with little or no external supervision, (2) coping with te…
math.OC2021★ 2 cited
Distributed Strategy Selection: A Submodular Set Function Maximization Approach
Navid Rezazadeh, Solmaz S. Kia
Constrained submodular set function maximization problems often appear in multi-agent decision-making problems with a discrete feasible set. A prominent example is the problem of m…