Eric Wang
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View article: A Culturally Relevant Approach to Nutrition Education: Chinese Heritage and Identity Through Food And Nutrition (CHIFAN)
A Culturally Relevant Approach to Nutrition Education: Chinese Heritage and Identity Through Food And Nutrition (CHIFAN) Open
View article: Semantic Loss Functions for Neuro-Symbolic Structured Prediction
Semantic Loss Functions for Neuro-Symbolic Structured Prediction Open
Structured output prediction problems are ubiquitous in machine learning. The prominent approach leverages neural networks as powerful feature extractors, otherwise assuming the independence of the outputs. These outputs, however, jointly …
View article: Security and Privacy Product Inclusion
Security and Privacy Product Inclusion Open
In this paper, we explore the challenges of ensuring security and privacy for users from diverse demographic backgrounds. We propose a threat modeling approach to identify potential risks and countermeasures for product inclusion in securi…
View article: Industrial blockchain threshold signatures in federated learning for unified space-air-ground-sea model training
Industrial blockchain threshold signatures in federated learning for unified space-air-ground-sea model training Open
The space-air-ground-sea three-dimensional (3D) network is a comprehensive communication network system. This 3D network combines the extensive coverage of satellite communications, the adaptability of unmanned aerial vehicle (UAV) communi…
View article: Neuro-Symbolic Entropy Regularization
Neuro-Symbolic Entropy Regularization Open
In structured prediction, the goal is to jointly predict many output variables that together encode a structured object -- a path in a graph, an entity-relation triple, or an ordering of objects. Such a large output space makes learning ha…
View article: Stochastic Optimization of Sorting Networks via Continuous Relaxations
Stochastic Optimization of Sorting Networks via Continuous Relaxations Open
Sorting input objects is an important step in many machine learning pipelines. However, the sorting operator is non-differentiable with respect to its inputs, which prohibits end-to-end gradient-based optimization. In this work, we propose…
View article: Dynamics of canadian oil price and its impact on exchange rate and stock market
Dynamics of canadian oil price and its impact on exchange rate and stock market Open
The objective of this study is to analyse the impact of crude oil prices (COP) on exchange rate and stock market returns in Canada for the period of 1986–2015. The results of the study suggest that there was no cointegration among COP, exc…
View article: ROPE: Recoverable Order-Preserving Embedding of Natural Language
ROPE: Recoverable Order-Preserving Embedding of Natural Language Open
We present a novel Recoverable Order-Preserving Embedding (ROPE) of natural language. ROPE maps natural language passages from sparse concatenated one-hot representations to distributed vector representations of predetermined fixed length.…