Zobrazeno 1 - 10
of 43 667
pro vyhledávání: '"A. Berk"'
Autor:
Donmez, Turker Berk
In democratic societies, electoral systems play a crucial role in translating public preferences into political representation. Among these, the D'Hondt method is widely used to ensure proportional representation, balancing fair representation with g
Externí odkaz:
http://arxiv.org/abs/2411.05196
Publikováno v:
International Conference on Learning Representations (ICLR), 2024
We propose a new approach to promote safety in classification tasks with established concepts. Our approach -- called a conceptual safeguard -- acts as a verification layer for models that predict a target outcome by first predicting the presence of
Externí odkaz:
http://arxiv.org/abs/2411.04342
Autor:
Al-Shareeda, Sarah, Huseynov, Khayal, Cakir, Lal Verda, Thomson, Craig, Ozdem, Mehmet, Canberk, Berk
In today's networked world, Digital Twin Networks (DTNs) are revolutionizing how we understand and optimize physical networks. These networks, also known as 'Digital Twin Networks (DTNs)' or 'Networks Digital Twins (NDTs),' encompass many physical ne
Externí odkaz:
http://arxiv.org/abs/2411.00681
Machine learning models are often used to automate or support decisions in applications such as lending and hiring. In such settings, consumer protection rules mandate that we provide a list of "principal reasons" to consumers who receive adverse dec
Externí odkaz:
http://arxiv.org/abs/2410.22598
Autor:
Zheng, Zhiwu, Mentzer, Lauren, Iskender, Berk, Price, Michael, Prendergast, Colm, Cloitre, Audren
We introduce a novel pipeline for segmenting and structuring color and depth (RGB-D) data. Existing processing pipelines for RGB-D data have focused on extracting geometric information alone. This approach precludes the development of more advanced r
Externí odkaz:
http://arxiv.org/abs/2410.17988
Kidney transplantation is the preferred treatment for end-stage renal disease, yet the scarcity of donors and inefficiencies in allocation systems create major bottlenecks, resulting in prolonged wait times and alarming mortality rates. Despite their
Externí odkaz:
http://arxiv.org/abs/2410.09116
Autor:
Chetty, Swarna Bindu, Nag, Avishek, Al-Tahmeesschi, Ahmed, Wang, Qiao, Canberk, Berk, Marquez-Barja, Johann, Ahmadi, Hamed
6G, the next generation of mobile networks, is set to offer even higher data rates, ultra-reliability, and lower latency than 5G. New 6G services will increase the load and dynamism of the network. Network Function Virtualization (NFV) aids with this
Externí odkaz:
http://arxiv.org/abs/2410.06938
We introduce a new vulnerability that exploits fixed points in autoregressive models and use it to craft queries that never halt, i.e. an LLM output that does not terminate. More precisely, for what we call non-halting queries, the LLM never samples
Externí odkaz:
http://arxiv.org/abs/2410.06287
Autor:
Berk, Richard A., Braverman, Amy
This paper provides forecasts of rare and extreme heat waves coupled with estimates of uncertainty. Both rest in part on gaining a better understanding of the similarities and differences between hot days under normal circumstances and rare, extreme
Externí odkaz:
http://arxiv.org/abs/2409.18305
We prove that skew products with the cocycle given by the function $f(x)=a(x-1/2)$ with $a\neq 0$ are ergodic for every ergodic symmetric IET in the base, thus giving the full characterization of ergodic extensions in this family. Moreover, we prove
Externí odkaz:
http://arxiv.org/abs/2409.12168