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Machine Learning

A branch of artificial intelligence (AI) and computer science which focuses on the use of data and algorithms to imitate the way that humans learn, gradually improving its accuracy.

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Unlock AI's Semantic Significance: A Novel Betting Game Approach
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Unlock AI's Semantic Significance: A Novel Betting Game Approach

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4 min read
New system enables language models to understand million-token tables
Cover image for New system enables language models to understand million-token tables

New system enables language models to understand million-token tables

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5 min read
Revolutionary Differential Transformer Boosts AI Performance with Focused Attention Mechanism
Cover image for Revolutionary Differential Transformer Boosts AI Performance with Focused Attention Mechanism

Revolutionary Differential Transformer Boosts AI Performance with Focused Attention Mechanism

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3 min read
Uncovering Anomalies with Quantum Autoencoders: A Breakthrough for Time Series Data

Uncovering Anomalies with Quantum Autoencoders: A Breakthrough for Time Series Data

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3 min read
X-ALMA: High-Quality Translation Across 50 Languages Using Plug & Play Modules and Novel Optimization

X-ALMA: High-Quality Translation Across 50 Languages Using Plug & Play Modules and Novel Optimization

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4 min read
Overfitting and Underfitting in Machine Learning: Finding the Right Balance for Your Models
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Overfitting and Underfitting in Machine Learning: Finding the Right Balance for Your Models

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6 min read
LLMs as Markov Chains: Exploring In-Context Learning for Text Generation
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LLMs as Markov Chains: Exploring In-Context Learning for Text Generation

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3 min read
CountVectorizer vs TfidfVectorizer
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CountVectorizer vs TfidfVectorizer

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4 min read
AI-900 Series: Fundamental Principles of Machine Learning on Azure
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AI-900 Series: Fundamental Principles of Machine Learning on Azure

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4 min read
LoRA and QLoRA: Simple Fine-Tuning Techniques Explained
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LoRA and QLoRA: Simple Fine-Tuning Techniques Explained

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3 min read
Achieve Fast Diffusion Image Generation Comparable to Stable Diffusion

Achieve Fast Diffusion Image Generation Comparable to Stable Diffusion

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5 min read
Frontier AI Developers Need Internal Audit Function to Address Key Governance Challenges

Frontier AI Developers Need Internal Audit Function to Address Key Governance Challenges

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4 min read
FHE-Secure Federated Learning Against Malicious Users: Novel Encryption Scheme Protects Privacy and Integrity

FHE-Secure Federated Learning Against Malicious Users: Novel Encryption Scheme Protects Privacy and Integrity

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4 min read
Wikipedia's Hidden Knowledge: Illuminating 15% of Orphan Articles through De-Orphanization

Wikipedia's Hidden Knowledge: Illuminating 15% of Orphan Articles through De-Orphanization

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3 min read
Selective Attention Boosts Transformer Performance on Language Tasks
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Selective Attention Boosts Transformer Performance on Language Tasks

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3 min read
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