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11/22/2021
On the Existence of Universal Lottery Tickets
The lottery ticket hypothesis conjectures the existence of sparse subnet...
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07/06/2021
Scaling up Continuous-Time Markov Chains Helps Resolve Underspecification
Modeling the time evolution of discrete sets of items (e.g., genetic mut...
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10/25/2019
Strong Log-Concavity Does Not Imply Log-Submodularity
We disprove a recent conjecture regarding discrete distributions and the...
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07/04/2018
Discrete Sampling using Semigradient-based Product Mixtures
We consider the problem of inference in discrete probabilistic models, t...
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04/12/2018