Understanding Adam Optimizer via Online Learning of Updates: Adam is FTRL in Disguise
This paper offers a different understanding of the Adam optimizer, a popular choice in deep neural network…
Contingency Analysis of a Grid of Connected EVs for Primary Frequency Control of an Industrial Microgrid Using Efficient Control Scheme
This academic article explores the potential of electric vehicles (EVs) in managing the primary frequency control of…
L2G2G: a Scalable Local-to-Global Network Embedding with Graph Autoencoders
The paper proposes L2G2G, a Local2Global method to enhance the accuracy of Graph Autoencoders (GAEs) without compromising…
Stochastic Two Points Method for Deep Model Zeroth-order Optimization
This academic article discusses the development of a Stochastic Two-Point (S2P) approach for zeroth-order optimization in deep…
Beyond Lengthscales: No-regret Bayesian Optimisation With Unknown Hyperparameters Of Any Type
The article discusses the challenges of applying Bayesian optimisation when the hyperparameters of the Gaussian process model…
Computational Morphology and Lexicography Modeling of Modern Standard Arabic Nominals
This article addresses the challenges in computational morphology and lexicography modeling of Modern Standard Arabic (MSA) nominals….
Investigating Bias Representations in Llama 2 Chat via Activation Steering
This paper addresses the issue of societal bias in Large Language Models (LLMs), specifically Llama 2 7B…
Hidding the Ghostwriters: An Adversarial Evaluation of AI-Generated Student Essay Detection
The paper provides an adversarial evaluation of AI-generated content (AIGC) detectors’ effectiveness in identifying AI-written student essays….
Prompt-Time Symbolic Knowledge Capture with Large Language Models
The paper discusses the importance of augmenting large language models (LLMs) with user-specific knowledge for real-world applications…
From PARIS to LE-PARIS: Toward Patent Response Automation with Recommender Systems and Collaborative Large Language Models
The article presents the Patent Office Action Response Intelligence System (PARIS) and its advanced version, the Large…