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06/16/2023
Memory-Constrained Algorithms for Convex Optimization via Recursive Cutting-Planes
We propose a family of recursive cutting-plane algorithms to solve feasi...
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02/09/2023
Quadratic Memory is Necessary for Optimal Query Complexity in Convex Optimization: Center-of-Mass is Pareto-Optimal
We give query complexity lower bounds for convex optimization and the re...
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12/12/2022
Direct Speech-to-speech Translation without Textual Annotation using Bottleneck Features
Speech-to-speech translation directly translates a speech utterance to a...
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06/10/2022
A Novel Chinese Dialect TTS Frontend with Non-Autoregressive Neural Machine Translation
Chinese dialect text-to-speech(TTS) system usually can only be utilized ...
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10/29/2021
Principal Component Pursuit for Pattern Identification in Environmental Mixtures
Environmental health researchers often aim to identify sources/behaviors...
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10/08/2021
Cross-speaker Emotion Transfer Based on Speaker Condition Layer Normalization and Semi-Supervised Training in Text-To-Speech
In expressive speech synthesis, there are high requirements for emotion ...
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06/17/2021
Square Root Principal Component Pursuit: Tuning-Free Noisy Robust Matrix Recovery
We propose a new framework – Square Root Principal Component Pursuit – f...
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05/19/2021
Distributionally Constrained Black-Box Stochastic Gradient Estimation and Optimization
We consider stochastic gradient estimation using only black-box function...
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11/11/2019
