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05/25/2023
Scan and Snap: Understanding Training Dynamics and Token Composition in 1-layer Transformer
Transformer architecture has shown impressive performance in multiple re...
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05/22/2022
Near-Optimal Algorithms for Autonomous Exploration and Multi-Goal Stochastic Shortest Path
We revisit the incremental autonomous exploration problem proposed by Li...
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09/17/2021
AdaLoss: A computationally-efficient and provably convergent adaptive gradient method
We propose a computationally-friendly adaptive learning rate schedule, "...
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06/06/2018
Discrete-Continuous Mixtures in Probabilistic Programming: Generalized Semantics and Inference Algorithms
Despite the recent successes of probabilistic programming languages (PPL...
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06/06/2018
On Discrete-Continuous Mixtures in Probabilistic Programming: Generalized Semantics and Inference Algorithms
Despite of the recent successes of probabilistic programming languages (...
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10/29/2017