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Your Absorbing Discrete Diffusion Secretly Models the Conditional Distributions of Clean Data
International Conference on Learning RepresentationsDiscrete diffusion models with absorbing processes have shown promise in language modeling. The key quantities to be estimated are the ratios between the marginal probabilities of two transitive states at all timesteps, called the concrete score. In this
Jingyang Ou +6 more
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Conditional Probability Logic over Conditional Probability Spaces
2015We present a logical system sound and complete with respect to the class of conditional probability spaces. The universal modality has an important role in our language: conditional probabilities have a peculiar behavior when conditionalized over empty events, so we use the universal modality to express nonemptiness of events.
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2017
Conditional probability has been put to many uses in philosophy, and several proposals have been made regarding its relation to unconditional probability, especially in cases involving infinitely many alternatives that may have probability 0. This chapter briefly summarizes some of the literature connecting conditional probabilities to probabilities of
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Conditional probability has been put to many uses in philosophy, and several proposals have been made regarding its relation to unconditional probability, especially in cases involving infinitely many alternatives that may have probability 0. This chapter briefly summarizes some of the literature connecting conditional probabilities to probabilities of
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Conditional belief functions as lower envelopes of conditional probabilities in a finite setting
Information Sciences, 2016G. Coletti +2 more
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Conditionals, Conditional Probabilities, and Conditionalization
, 2015Stefan Kaufmann
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MCMC Estimation of Conditional Probabilities in Probabilistic Programming Languages
European Conference on Symbolic and Quantitative Approaches to Reasoning and Uncertainty, 2013Bogdan Moldovan +3 more
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Conditional Choice Probabilities and the Estimation of Dynamic Models
, 1993V. Hotz, Robert A. Miller
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