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09/02/2023
An Ensemble Score Filter for Tracking High-Dimensional Nonlinear Dynamical Systems
We propose an ensemble score filter (EnSF) for solving high-dimensional ...
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05/24/2023
An Evaluation on Practical Batch Bayesian Sampling Algorithms for Online Adaptive Traffic Experimentation
To speed up online testing, adaptive traffic experimentation through mul...
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01/27/2023
TransNet: Transferable Neural Networks for Partial Differential Equations
Transfer learning for partial differential equations (PDEs) is to develo...
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09/09/2022
Boosting Sensitivity of Large-scale Online Experimentation via Dropout Buyer Imputation
Metrics provide strong evidence to support hypotheses in online experime...
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08/18/2022
Merchandise Recommendation for Retail Events with Word Embedding Weighted Tf-idf and Dynamic Query Expansion
To recommend relevant merchandises for seasonal retail events, we rely o...
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08/16/2022
Ensure A/B Test Quality at Scale with Automated Randomization Validation and Sample Ratio Mismatch Detection
eBay's experimentation platform runs hundreds of A/B tests on any given ...
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08/07/2022
Low-Latency Cooperative Spectrum Sensing via Truncated Vertical Federated Learning
In recent years, the exponential increase in the demand of wireless data...
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03/09/2022
A PDE-based Adaptive Kernel Method for Solving Optimal Filtering Problems
In this paper, we introduce an adaptive kernel method for solving the op...
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10/01/2021
What is Semantic Communication? A View on Conveying Meaning in the Era of Machine Intelligence
In 1940s, Claude Shannon developed the information theory focusing on qu...
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08/20/2020
Cooperative Multi-Point Vehicular Positioning Using Millimeter-Wave Surface Reflection (Extended version)
Multi-point vehicular positioning is one essential operation for autonom...
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04/06/2020
Moving Metric Detection and Alerting System at eBay
At eBay, there are thousands of product health metrics for different dom...
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12/03/2019
An Introduction to Communication Efficient Edge Machine Learning
In the near future, Internet-of-Things (IoT) is expected to connect bill...
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09/06/2019
Efficient Multivariate Bandit Algorithm with Path Planning
In this paper, we solve the arms exponential exploding issue in multivar...
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04/30/2019
Realizing Multi-Point Vehicular Positioning via Millimeter-wave Transmission
Multi-point detection of the full-scale environment is an important issu...
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04/27/2019
Learning-based Rate Adaptation for Uplink Massive MIMO Networks with Cooperative Data-Assisted Detection
In this paper, the uplink adaptation for massive multiple-input-multiple...
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04/17/2019