Zobrazeno 1 - 10
of 22 681
pro vyhledávání: '"A, Erman"'
Autor:
Chatterji, Satchit, Acar, Erman
An important challenge for enabling the deployment of reinforcement learning (RL) algorithms in the real world is safety. This has resulted in the recent research field of Safe RL, which aims to learn optimal policies that are safe. One successful ap
Externí odkaz:
http://arxiv.org/abs/2411.04867
Autor:
Gerdes, Wout, Acar, Erman
Credit card fraud detection is a critical concern for financial institutions, intensified by the rise of contactless payment technologies. While deep learning models offer high accuracy, their lack of explainability poses significant challenges in fi
Externí odkaz:
http://arxiv.org/abs/2411.00431
Autor:
Wolfson, Boris, Acar, Erman
Current trends in Machine Learning prefer explainability even when it comes at the cost of performance. Therefore, explainable AI methods are particularly important in the field of Fraud Detection. This work investigates the applicability of Differen
Externí odkaz:
http://arxiv.org/abs/2410.21928
Autor:
Jianu, Tudor, Huang, Baoru, Nguyen, Hoan, Bhattarai, Binod, Do, Tuong, Tjiputra, Erman, Tran, Quang, Berthet-Rayne, Pierre, Le, Ngan, Fichera, Sebastiano, Nguyen, Anh
Endovascular surgical tool reconstruction represents an important factor in advancing endovascular tool navigation, which is an important step in endovascular surgery. However, the lack of publicly available datasets significantly restricts the devel
Externí odkaz:
http://arxiv.org/abs/2410.22224
Autor:
Erman, Daniel, Riedl, Eric
We apply ideas related to the strength of polynomials to provide new cases of unirational hypersurfaces. It is famously known that hypersurfaces that are smooth in very high codimension are unirational, and a simple corollary then implies that any po
Externí odkaz:
http://arxiv.org/abs/2410.20051
We study the multiplicity problem for prime closed orbits of dynamically convex Reeb flows on the boundary of a star-shaped domain in $\mathbb{R}^{2n}$. The first of our two main results asserts that such a flow has at least $n$ prime closed Reeb orb
Externí odkaz:
http://arxiv.org/abs/2410.13093
There has been a recent push of research on Transformer-based models for long-term time series forecasting, even though they are inherently difficult to interpret and explain. While there is a large body of work on interpretability methods for variou
Externí odkaz:
http://arxiv.org/abs/2410.06070
Digital agriculture leverages technology to enhance crop yield, disease resilience, and soil health, playing a critical role in agricultural research. However, it raises privacy concerns such as adverse pricing, price discrimination, higher insurance
Externí odkaz:
http://arxiv.org/abs/2409.06069
Autor:
Erman, Fatih, Turgut, O. Teoman
In this work, we show that the completeness relation for the eigenvectors, which is an essential assumption of quantum mechanics, remains true if the initial Hamiltonian, having a discrete spectrum, is modified by a delta potential (to be made precis
Externí odkaz:
http://arxiv.org/abs/2409.05372
Autor:
Isik, Erman, Lei, Antonio
Let $E$ be an elliptic curve defined over $\mathbb{Q}$, and let $K$ be an imaginary quadratic field. Consider an odd prime $p$ at which $E$ has good supersingular reduction with $a_p(E)=0$ and which is inert in $K$. Under the assumption that the sign
Externí odkaz:
http://arxiv.org/abs/2409.02202