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09/14/2023
Kullback-Leibler Divergence-Guided Copula Statistics-Based Blind Source Separation of Dependent Signals
In this paper, we propose a blind source separation of a linear mixture ...
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09/05/2023
Smoothening block rewards: How much should miners pay for mining pools?
The rewards a blockchain miner earns vary with time. Most of the time is...
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07/27/2023
An Agent-Based Model Framework for Utility-Based Cryptoeconomies
In this paper, we outline a framework for modeling utility-based blockch...
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11/28/2022
Context-Adaptive Deep Neural Networks via Bridge-Mode Connectivity
The deployment of machine learning models in safety-critical application...
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11/01/2021
Machine Learning aided Crop Yield Optimization
We present a crop simulation environment with an OpenAI Gym interface, a...
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09/09/2021
SanitAIs: Unsupervised Data Augmentation to Sanitize Trojaned Neural Networks
The application of self-supervised methods has resulted in broad improve...
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06/14/2021
Poisoning Deep Reinforcement Learning Agents with In-Distribution Triggers
In this paper, we propose a new data poisoning attack and apply it to de...
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04/06/2021
Speaker Diarization using Two-pass Leave-One-Out Gaussian PLDA Clustering of DNN Embeddings
Many modern systems for speaker diarization, such as the recently-develo...
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04/13/2020
Probabilistic Load-Margin Assessment using Vine Copula and Gaussian Process Emulation
The increasing penetration of renewable energy along with the variations...
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03/13/2020
The TrojAI Software Framework: An OpenSource tool for Embedding Trojans into Deep Learning Models
In this paper, we introduce the TrojAI software framework, an open sourc...
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04/30/2018
On the Effect of Suboptimal Estimation of Mutual Information in Feature Selection and Classification
This paper introduces a new property of estimators of the strength of st...
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07/19/2017
Learning Approximate Neural Estimators for Wireless Channel State Information
Estimation is a critical component of synchronization in wireless and si...
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03/20/2017