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10/06/2021
Parallel Composition of Weighted Finite-State Transducers
Finite-state transducers (FSTs) are frequently used in speech recognitio...
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09/02/2021
CrypTen: Secure Multi-Party Computation Meets Machine Learning
Secure multi-party computation (MPC) allows parties to perform computati...
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01/12/2021
Private Randomized Controlled Trials: A Protocol for Industry Scale Deployment
In this paper, we outline a way to deploy a privacy-preserving protocol ...
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10/11/2019
Privacy-Preserving Contextual Bandits
Contextual bandits are online learners that, given an input, select an a...
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02/12/2019
ELF OpenGo: An Analysis and Open Reimplementation of AlphaZero
The AlphaGo, AlphaGo Zero, and AlphaZero series of algorithms are a rema...
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04/17/2017
Exploring Sparsity in Recurrent Neural Networks
Recurrent Neural Networks (RNN) are widely used to solve a variety of pr...
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02/25/2017
Deep Voice: Real-time Neural Text-to-Speech
We present Deep Voice, a production-quality text-to-speech system constr...
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12/08/2015
Deep Speech 2: End-to-End Speech Recognition in English and Mandarin
We show that an end-to-end deep learning approach can be used to recogni...
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12/17/2014