Zobrazeno 1 - 10
of 35 940
pro vyhledávání: '"Mete, A."'
We consider the optimal control of occupied processes which record all positions of the state process. Dynamic programming yields nonlinear equations on the space of positive measures. We develop the viscosity theory for this infinite dimensional par
Externí odkaz:
http://arxiv.org/abs/2411.12080
Storytelling is a fundamental aspect of human communication, relying heavily on creativity to produce narratives that are novel, appropriate, and surprising. While large language models (LLMs) have recently demonstrated the ability to generate high-q
Externí odkaz:
http://arxiv.org/abs/2411.02316
Record linkage is a crucial concept for integrating data from multiple sources, particularly when datasets lack exact identifiers, and it has diverse applications in real-world data analysis. Privacy-Preserving Record Linkage (PPRL) ensures this inte
Externí odkaz:
http://arxiv.org/abs/2410.21605
Creativity is the ability to produce novel, useful, and surprising ideas, and has been widely studied as a crucial aspect of human cognition. Machine creativity on the other hand has been a long-standing challenge. With the rise of advanced generativ
Externí odkaz:
http://arxiv.org/abs/2410.17218
Medical imaging is key in modern medicine. From magnetic resonance imaging (MRI) to microscopic imaging for blood cell detection, diagnostic medical imaging reveals vital insights into patient health. To predict diseases or provide individualized the
Externí odkaz:
http://arxiv.org/abs/2410.15840
Autor:
Ismayilzada, Mete, Circi, Defne, Sälevä, Jonne, Sirin, Hale, Köksal, Abdullatif, Dhingra, Bhuwan, Bosselut, Antoine, van der Plas, Lonneke, Ataman, Duygu
Large language models (LLMs) have demonstrated significant progress in various natural language generation and understanding tasks. However, their linguistic generalization capabilities remain questionable, raising doubts about whether these models l
Externí odkaz:
http://arxiv.org/abs/2410.12656
Autor:
Malinovsky, Grigory, Michieli, Umberto, Hammoud, Hasan Abed Al Kader, Ceritli, Taha, Elesedy, Hayder, Ozay, Mete, Richtárik, Peter
Fine-tuning has become a popular approach to adapting large foundational models to specific tasks. As the size of models and datasets grows, parameter-efficient fine-tuning techniques are increasingly important. One of the most widely used methods is
Externí odkaz:
http://arxiv.org/abs/2410.08305
Genome-wide association studies are pivotal in understanding the genetic underpinnings of complex traits and diseases. Collaborative, multi-site GWAS aim to enhance statistical power but face obstacles due to the sensitive nature of genomic data shar
Externí odkaz:
http://arxiv.org/abs/2410.08122
The current cybersecurity landscape is increasingly complex, with traditional Static Application Security Testing (SAST) tools struggling to capture complex and emerging vulnerabilities due to their reliance on rule-based matching. Meanwhile, Large L
Externí odkaz:
http://arxiv.org/abs/2409.15735
Autor:
Mete, Ramesh
The existence and uniqueness of canonical singular solutions of the J-equation and the deformed Hermitian Yang Mills (dHYM) equation was proved in \cite{DMS24} on compact K\"{a}hler surfaces. In this paper, we study the singularity formation of the d
Externí odkaz:
http://arxiv.org/abs/2409.14404