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06/13/2023
Tight Memory-Regret Lower Bounds for Streaming Bandits
In this paper, we investigate the streaming bandits problem, wherein the...
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05/18/2023
TPMDP: Threshold Personalized Multi-party Differential Privacy via Optimal Gaussian Mechanism
In modern distributed computing applications, such as federated learning...
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11/24/2022
Data Origin Inference in Machine Learning
It is a growing direction to utilize unintended memorization in ML model...
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10/20/2022
Competitive Online Truthful Time-Sensitive-Valued Data Auction
In this work, we investigate online mechanisms for trading time-sensitiv...
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09/28/2022
MLink: Linking Black-Box Models from Multiple Domains for Collaborative Inference
The cost efficiency of model inference is critical to real-world machine...
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09/28/2022
InFi: End-to-End Learning to Filter Input for Resource-Efficiency in Mobile-Centric Inference
Mobile-centric AI applications have high requirements for resource-effic...
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05/30/2022
BinauralGrad: A Two-Stage Conditional Diffusion Probabilistic Model for Binaural Audio Synthesis
Binaural audio plays a significant role in constructing immersive augmen...
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05/09/2021
FastCorrect: Fast Error Correction with Edit Alignment for Automatic Speech Recognition
Error correction techniques have been used to refine the output sentence...
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02/27/2021
MBNet: MOS Prediction for Synthesized Speech with Mean-Bias Network
Mean opinion score (MOS) is a popular subjective metric to assess the qu...
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07/09/2020
Learning to Teach with Deep Interactions
Machine teaching uses a meta/teacher model to guide the training of a st...
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06/18/2020
Multi-branch Attentive Transformer
While the multi-branch architecture is one of the key ingredients to the...
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01/21/2020
Towards Flexible Wireless Charging for Medical Implants Using Distributed Antenna System
This paper presents the design, implementation and evaluation of In-N-Ou...
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11/23/2019
Weighted Laplacian and Its Theoretical Applications
In this paper, we develop a novel weighted Laplacian method, which is pa...
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06/06/2019
Unsupervised Pivot Translation for Distant Languages
Unsupervised neural machine translation (NMT) has attracted a lot of att...
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05/09/2018
Learning to Teach
Teaching plays a very important role in our society, by spreading human ...
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11/30/2017