Zobrazeno 1 - 10
of 25 211
pro vyhledávání: '"Schauer A"'
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
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 observati
Externí odkaz:
http://arxiv.org/abs/2310.05655
Autor:
Blumm, Michael C., Schauer, Alexandra
Publikováno v:
Environmental Law, 2024 Jan 01. 54(1), 173-219.
Externí odkaz:
https://www.jstor.org/stable/48778827
We consider the fair allocation of indivisible items to several agents with additional conflict constraints. These are represented by a conflict graph where each item corresponds to a vertex of the graph and edges in the graph represent incompatible
Externí odkaz:
http://arxiv.org/abs/2308.09399