Zobrazeno 1 - 10
of 9 150
pro vyhledávání: '"A Kori"'
Current causal discovery approaches require restrictive model assumptions or assume access to interventional data to ensure structure identifiability. These assumptions often do not hold in real-world applications leading to a loss of guarantees and
Externí odkaz:
http://arxiv.org/abs/2411.10154
Large generative models (LMs) are increasingly being considered for high-stakes decision-making. This work considers how such models compare to humans and predictive AI models on a specific case of recidivism prediction. We combine three datasets --
Externí odkaz:
http://arxiv.org/abs/2410.15471
Synchronization is ubiquitous in nature, which is mathematically described by coupled oscillators. Synchronization strongly depends on the interaction network, and the network plays a crucial role in controlling the dynamics. To understand and contro
Externí odkaz:
http://arxiv.org/abs/2407.07445
Autor:
Kori, Avinash, Locatello, Francesco, Santhirasekaram, Ainkaran, Toni, Francesca, Glocker, Ben, Ribeiro, Fabio De Sousa
Learning modular object-centric representations is crucial for systematic generalization. Existing methods show promising object-binding capabilities empirically, but theoretical identifiability guarantees remain relatively underdeveloped. Understand
Externí odkaz:
http://arxiv.org/abs/2406.07141
Autor:
Kato, Yusuke, Kori, Hiroshi
The coexistence of an abnormal rhythm and a normal steady state is often observed in nature (e.g., epilepsy). Such a system is modeled as a bistable oscillator that possesses both a limit cycle and a fixed point. Although bistable oscillators under s
Externí odkaz:
http://arxiv.org/abs/2405.19929
Autor:
Muramatsu, Kotaro, Kori, Hiroshi
Publikováno v:
Chaos 34 (2024) 093107
The neural oscillator model proposed by Matsuoka is a piecewise affine system, which exhibits distinctive periodic solutions. Although such typical oscillation patterns have been widely studied, little is understood about the dynamics of convergence
Externí odkaz:
http://arxiv.org/abs/2405.08409
Autor:
Kuno, Sho, Kori, Hiroshi
We tested the performance of reservoir computing (RC) in predicting the dynamics of a certain non-autonomous dynamical system. Specifically, we considered a van del Pol oscillator subjected to periodic external force with frequent phase shifts. The r
Externí odkaz:
http://arxiv.org/abs/2404.14651
In this article, we present an interpolative separable density fitting (ISDF) based algorithm to calculate exact exchange in periodic mean field calculations. In the past, decomposing the two-electron integrals into tensor hypercontraction (THC) form
Externí odkaz:
http://arxiv.org/abs/2404.09373
Proving compositionality of behavioral equivalence on state-based systems with respect to algebraic operations is a classical and widely studied problem. We study a categorical formulation of this problem, where operations on state-based systems mode
Externí odkaz:
http://arxiv.org/abs/2404.08308
Autor:
Ishii, Hidemasa, Kori, Hiroshi
Publikováno v:
Sci Rep 14, 11019 (2024). [revised version]
Diverse complex systems often undergo sudden changes in their states, such as epileptic seizures, climate changes, and social uprisings. Such behavior has been modeled by noise-induced escape of bistable elements, which is the escape from an attracti
Externí odkaz:
http://arxiv.org/abs/2401.10489