Blog
Erkundung der Benutzererfahrung von KI-gestützten Soundsuchsystemen für Kreative Arbeitsabläufe
Locating the right sound effect efficiently is an important yet challenging topic for audio production. Most current sound-searching systems rely on pre-annotated audio labels created by humans, which can be time-consuming to produce and prone to inaccuracies, limiting the efficiency of audio...
Optimale Versuchsplanung in Echtzeit zur Parameteridentifizierung von Elektrochemisches Modell einer Li-Ionen-Zelle
Accurately identifying the parameters of electrochemical models of li-ion battery (LiB) cells is a critical task for enhancing the fidelity and predictive ability. Traditional parameter identification methods often require extensive data collection experiments and lack adaptability in dynamic environments. This paper describes...
A characterization of closed subfunctors through $3\times 3$-lemma property in extriangulated categories
Gegeben sei eine extriangulierte Kategorie $(\mathematisch{C},\mathbb{E},\mathfrak{S})$, we introduce the $3 \times 3$-lemma property for subfunctors of $\mathbb{E}$ and prove that an additive subfunctor $\mathbb{F}$ of $\mathbb{E}$ ist geschlossen, wenn, und nur wenn, es erfüllt diese Bedingung. This characterization extends a well known result...
Zum Preis der differenziellen Privatsphäre für hierarchisches Clustering
Hierarchical clustering is a fundamental unsupervised machine learning task with the aim of organizing data into a hierarchy of clusters. Many applications of hierarchical clustering involve sensitive user information, therefore motivating recent studies on differentially private hierarchical clustering under the rigorous framework...
Zentrale Grenzwertsätze und moderate Abweichungen für additive Funktionale von SSEP auf normalen Bäumen
In diesem Papier, Es geht uns um den symmetrischen einfachen Ausschlussprozess (SSEP) on the regular tree $\mathcal{T}_d$. A central limit theorem and a moderate deviation principle of the additive functional of the process are proved, which include the CLT and the...
Eine umfassende Umfrage im LLM(-Agent) Volle Stapelsicherheit: Daten, Ausbildung und Bereitstellung
Der bemerkenswerte Erfolg großer Sprachmodelle (LLMs) has illuminated a promising pathway toward achieving Artificial General Intelligence for both academic and industrial communities, owing to their unprecedented performance across various applications. As LLMs continue to gain prominence in both research and...
Gemeinsame Leave-Group-Out-Kreuzvalidierung in bayesianischen Raummodellen
Kreuzvalidierung (Lebenslauf) is a widely-used method of predictive assessment based on repeated model fits to different subsets of the available data. CV is applicable in a wide range of statistical settings. Jedoch, in cases where data are not exchangeable, the design of...
Bayesianische Parameterschätzung für teilweise beobachtete McKean-Vlasov Diffusionen unter Verwendung der mehrstufigen Markov-Kette Monte Carlo
In this article we consider Bayesian estimation of static parameters for a class of partially observed McKean-Vlasov diffusion processes with discrete-time observations over a fixed time interval. This problem features several obstacles to its solution, which include that the posterior density is...
Validierung von 3GPP TR 38.901 Indoor-Hotspot-Pfadverlustmodell basierend auf Messungen durchgeführt bei 6.75, 16.95, 28, Und 73 GHz für 6G und darüber hinaus
This paper presents a thorough validation of the Third Generation Partnership Project (3GPP) Technischer Bericht (TR) 38.901 Indoor-Hotspot (InH) path loss model, als Teil der 3GPP-Version 19 studieren “Kanalmodellvalidierung von TR 38.901 für 7-24 GHz,” für...
Durch optische Wirbelimpulse induzierte Nichtgleichgewichts-Spintexturen in der Spinbahn gekoppelte Elektronen
Optical vortex beams are a type of topological light characterized by their inherent orbital angular momentum, leading to the propagation of a spiral-shaped wavefront. In dieser Studie, we focus on two-dimensional electrons with Rashba and Dresselhaus spin-orbit interactions and examine how they...