State Space Models


State Space Models (SSMs) are a class of probabilistic models used to describe the evolution of a system over time. They consist of two components: a state equation that describes how the system evolves over time, and an observation equation that relates the system's state to the observed data. SSMs are widely used in time series analysis, signal processing, and control theory. They are particularly useful in situations where the underlying system is complex and difficult to model directly, but where there is some understanding of how the system behaves over time. SSMs can be used to estimate the state of the system at any point in time, and to make predictions about future states. They can also be used to filter noisy data, by combining the observed data with the model's predictions to produce a more accurate estimate of the system's state.


Your Previous Searches
Random Picks

  • GPUs: GPUs (Graphics Processing Units) are specialized hardware components designed to perform complex mathematical calculations in parallel. They were originally developed for rendering graphics in video games and other visual applications, but ... Read More >>
  • USB Connectors: USB (Universal Serial Bus) connectors are hardware interfaces used to connect peripheral devices to a computer or other electronic devices. USB connectors are designed to be hot-swappable, meaning they can be connected and disconnected with ... Read More >>
  • Memory-based Algorithms: Memory-based algorithms are a type of machine learning algorithm that relies on the entire training dataset to make predictions. These algorithms store the training data in memory and use it to calculate the similarity between the new data ... Read More >>
Top News

Uber CEO Dara Khosrowshahi calls Elon Musk's vision for Tesla robotaxis 'pretty ...

Uber CEO Dara Khosrowshahi appeared on Friday's episode of the Hard Fork podcast, where he spoke about the future of the autonomous vehicle industry....

News Source: Business Insider on 2024-10-20

After Cynthia Erivo Called "Wicked" Fan Art "Offensive," Ariana Grande Has Offer...

"It's so much bigger than us."View Entire Post ›...

News Source: Buzzfeed on 2024-10-20

Google Research execs reveal how they use AI in their daily lives — and where ...

Google execs on the Research team told Business Insider their favorite uses of AI, like looking up products with Lens or translating pages....

News Source: Business Insider on 2024-10-20

Google DeepMind CEO Demis Hassabis explains what needs to happen to move from ch...

Demis Hassabis, the CEO of Google DeepMind, recently discussed what he thinks will be the next phase of AI after chatbots....

News Source: Business Insider on 2024-10-19

This is OpenAI CEO Sam Altman's favorite question about AGI...

Altman said artificial general intelligence will facilitate "scaffolding that exists between all of us."...

News Source: Business Insider on 2024-10-19