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Sarthak Mittal

In-Context Parametric Inference: Point or Distribution Estimators?

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Feb 17, 2025
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Amortized In-Context Bayesian Posterior Estimation

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Feb 10, 2025
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In-context learning and Occam's razor

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Oct 17, 2024
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Steering Masked Discrete Diffusion Models via Discrete Denoising Posterior Prediction

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Oct 10, 2024
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Recurrent Interpolants for Probabilistic Time Series Prediction

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Sep 18, 2024
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Amortizing intractable inference in diffusion models for vision, language, and control

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May 31, 2024
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Does learning the right latent variables necessarily improve in-context learning?

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May 29, 2024
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On diffusion models for amortized inference: Benchmarking and improving stochastic control and sampling

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Feb 13, 2024
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Iterated Denoising Energy Matching for Sampling from Boltzmann Densities

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Feb 09, 2024
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Leveraging Synthetic Targets for Machine Translation

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May 07, 2023
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