Kunwoo Na

Probability-Flow ODE in Infinite-Dimensional Function Spaces featured image

Probability-Flow ODE in Infinite-Dimensional Function Spaces

Recent advances in infinite-dimensional diffusion models have demonstrated their effectiveness and scalability in function generation tasks where the underlying structure is …

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On the Estimation of Linear Softmax Parametrized Markov Chains featured image

On the Estimation of Linear Softmax Parametrized Markov Chains

In reinforcement learning and deep learning, softmax parameterization is commonly used to represent discrete probability distributions.In this work, we study three possible softmax …

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