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08/21/2023
Split Learning for Distributed Collaborative Training of Deep Learning Models in Health Informatics
Deep learning continues to rapidly evolve and is now demonstrating remar...
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05/16/2023
Private Everlasting Prediction
A private learner is trained on a sample of labeled points and generates...
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08/17/2022
Necessary Conditions in Multi-Server Differential Privacy
We consider protocols where users communicate with multiple servers to p...
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12/19/2021
Pure Differential Privacy from Secure Intermediaries
Recent work in differential privacy has explored the prospect of combini...
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10/16/2021
Seeking Patterns, Not just Memorizing Procedures: Contrastive Learning for Solving Math Word Problems
Math Word Problem (MWP) solving needs to discover the quantitative relat...
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07/28/2021
Fast Wireless Sensor Anomaly Detection based on Data Stream in Edge Computing Enabled Smart Greenhouse
Edge computing enabled smart greenhouse is a representative application ...
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06/21/2021
Dynamically Adjusting Case-Reporting Policy to Maximize Privacy and Utility in the Face of a Pandemic
Managing a pandemic requires continuous dissemination of infectious dise...
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03/29/2021
The Sample Complexity of Distribution-Free Parity Learning in the Robust Shuffle Model
We provide a lowerbound on the sample complexity of distribution-free pa...
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03/26/2021
BART based semantic correction for Mandarin automatic speech recognition system
Although automatic speech recognition (ASR) systems achieved significant...
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01/20/2021
Collision-Free Flocking with a Dynamic Squad of Fixed-Wing UAVs Using Deep Reinforcement Learning
Developing the collision-free flocking behavior for a dynamic squad of f...
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11/16/2020
Time-Efficient Mars Exploration of Simultaneous Coverage and Charging with Multiple Drones
This paper presents a time-efficient scheme for Mars exploration by the ...
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06/20/2019
Finding Needles in a Moving Haystack: Prioritizing Alerts with Adversarial Reinforcement Learning
Detection of malicious behavior is a fundamental problem in security. On...
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05/16/2019
To Warn or Not to Warn: Online Signaling in Audit Games
Routine operational use of sensitive data is commonly governed by laws a...
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01/22/2018