Zobrazeno 1 - 10
of 8 080
pro vyhledávání: '"Schauer, P."'
We propose a new algorithm for learning a bridged diffusion process using score-matching methods. Our method relies on reversing the dynamics of the forward process and using this to learn a score function, which, via Doob's $h$-transform, gives us a
Externí odkaz:
http://arxiv.org/abs/2407.15455
Metropolis-Hastings estimates intractable expectations - can differentiating the algorithm estimate their gradients? The challenge is that Metropolis-Hastings trajectories are not conventionally differentiable due to the discrete accept/reject steps.
Externí odkaz:
http://arxiv.org/abs/2406.14451
Autor:
Paunzen, E., Binder, F., Cyniburk, A., Duffek, M. N., Haberhauer, F., Heinreichsberger, C., Kohlhofer, H., Kueß, L., Maitzen, H. M., Saalmann, T., Schanz, A. M., Schauer, S., Schmidt, K., Tokareva, A., Wizani, I.
The analysis of non-variable stars is generally neglected in the literature. However, such objects are needed for many calibration processes and for testing pulsational models. The photometric time series of the Kepler satellite mission still stand a
Externí odkaz:
http://arxiv.org/abs/2406.06174
This paper introduces a novel Wireshark dissector designed to facilitate the analysis of Service-Based Interface (SBI) communication in 5G Core Networks. Our approach involves parsing the OpenAPI schemes provided by the 5G specification to automatica
Externí odkaz:
http://arxiv.org/abs/2405.10635
To date, most methods for simulating conditioned diffusions are limited to the Euclidean setting. The conditioned process can be constructed using a change of measure known as Doob's $h$-transform. The specific type of conditioning depends on a funct
Externí odkaz:
http://arxiv.org/abs/2403.05409
Deep models deployed on edge devices frequently encounter resource variability, which arises from fluctuating energy levels, timing constraints, or prioritization of other critical tasks within the system. State-of-the-art machine learning pipelines
Externí odkaz:
http://arxiv.org/abs/2311.13349
Autor:
Schauer, Laura, Sweeney, Jason, Lyttle, Charlie, Said, Zein, Szeles, Aron, Clark, Cale, McAskill, Katie, Wickham, Xander, Byars, Tom, Garcia, Daniel Hernández, Gunson, Nancie, Addlesee, Angus, Lemon, Oliver
Today, conversational systems are expected to handle conversations in multi-party settings, especially within Socially Assistive Robots (SARs). However, practical usability remains difficult as there are additional challenges to overcome, such as spe
Externí odkaz:
http://arxiv.org/abs/2311.03026
Autor:
Schauer, Moritz, Wienöbst, Marcel
Publikováno v:
Proceedings of The 12th International Conference on Probabilistic Graphical Models, PMLR 246:382-400, 2024
In the context of inferring a Bayesian network structure (directed acyclic graph, DAG for short), we devise a non-reversible continuous time Markov chain, the ``Causal Zig-Zag sampler'', that targets a probability distribution over classes of observa
Externí odkaz:
http://arxiv.org/abs/2310.05655
Autor:
Deliah Tamsyn Winterfeld, Birgit Schauer, Majda Globokar, Nikola Pantchev, Susan Mouchantat, Franz Josef Conraths, Helge Kampen, Johanna Dups-Bergmann, Gereon Schares, Pavlo Maksimov
Publikováno v:
Parasites & Vectors, Vol 17, Iss 1, Pp 1-14 (2024)
Abstract Background Toxocara canis and Toxocara cati are parasitic nematodes that occur worldwide. As embryonated Toxocara spp. eggs in the environment pose a zoonotic risk, especially for children, optimal diagnostic approaches are necessary for eff
Externí odkaz:
https://doaj.org/article/8a49c8df7f854db7a506c0ef96e1241f
Autor:
Stephano M. Iglesias, Chun-Feng David Hou, Johnny Reid, Evan Schauer, Renae Geier, Angela Soriaga, Lucy Sim, Lucy Gao, Julian Whitelegge, Pierre Kyme, Deborah Birx, Sebastien Lemire, Gino Cingolani
Publikováno v:
Communications Biology, Vol 7, Iss 1, Pp 1-15 (2024)
Abstract The World Health Organization has designated Pseudomonas aeruginosa as a critical pathogen for the development of new antimicrobials. Bacterial viruses, or bacteriophages, have been used in various clinical settings, commonly called phage th
Externí odkaz:
https://doaj.org/article/69e3b60fe4ed4d0787457fb06760d772