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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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07/04/2023
Nonparametric Classification on Low Dimensional Manifolds using Overparameterized Convolutional Residual Networks
Convolutional residual neural networks (ConvResNets), though overparamet...
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06/26/2023
Effective Minkowski Dimension of Deep Nonparametric Regression: Function Approximation and Statistical Theories
Existing theories on deep nonparametric regression have shown that when ...
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12/01/2022
Rethinking Safe Control in the Presence of Self-Seeking Humans
Safe control methods are often intended to behave safely even in worst-c...
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10/23/2022
Language Model Pre-Training with Sparse Latent Typing
Modern large-scale Pre-trained Language Models (PLMs) have achieved trem...
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10/04/2022
Federated Reinforcement Learning for Real-Time Electric Vehicle Charging and Discharging Control
With the recent advances in mobile energy storage technologies, electric...
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06/06/2022
Schema-Guided Event Graph Completion
We tackle a new task, event graph completion, which aims to predict miss...
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02/22/2022
Sequential Information Design: Markov Persuasion Process and Its Efficient Reinforcement Learning
In today's economy, it becomes important for Internet platforms to consi...
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09/20/2020
MARS: Mixed Virtual and Real Wearable Sensors for Human Activity Recognition with Multi-Domain Deep Learning Model
Human activity recognition (HAR) using wearable Inertial Measurement Uni...
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10/28/2019
Learning Latent Process from High-Dimensional Event Sequences via Efficient Sampling
We target modeling latent dynamics in high-dimension marked event sequen...
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06/27/2019
Engineering Token Economy with System Modeling
Cryptocurrencies and blockchain networks have attracted tremendous atten...
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07/03/2018
