Jul 8, 2020 · The Nash equilibrium of the game represents the correct classification and can be computed as the optimum of a real-valued function. This ...
Jul 8, 2020 · A new Framework based on Optimization and Game Theory (FROG) for the supervised classification problem is proposed. The problem is converted ...
People also ask
What is the equilibrium strategy in game theory?
What is the equilibrium pair in game theory?
What is equilibrium refinement in game theory?
What is adversarial classification game theory?
In this paper, we propose a game-theoretic approach to model and analyse the interactions between an adversary and a decision maker (i.e., a classifier). As a ...
Missing: supervised | Show results with:supervised
In this paper, we propose a general framework for the supervised classification problem based on game theory and the Nash equilibrium ... game-theoretic approach ...
Aug 29, 2020 · Abstract. In this note, we investigate connections between supervised classification and (Generalized). Nash equilibrium problems (NEP ...
Jun 24, 2019 · In this paper, we employ a game-theoretic model to analyze the interaction between an adversary and a classifier.
Missing: supervised | Show results with:supervised
Jan 25, 2023 · A differential evolution algorithm is adapted to compute the equilibria of this game. The approach's main goal is to estimate parameters for the ...
The advantage of game theory based techniques include an equilibrium solution that once played by rational players may potentially end the evolutionary arms ...
Defender being the follower is a m-leader-one-follower game. Defender being the leader is a one-leader-m-follower game. We study the players' equilibrium ...
Also, using a discrete model, we propose an efficient procedure to compute the exact Nash equilibrium. All the aforementioned papers study poisoning attacks.
Missing: supervised | Show results with:supervised