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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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Unsupervised Learning

Unsupervised Learning

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4 min read
Game Theory in Action: Pluribus and CFR in Texas Hold'em(1) Understanding Nash Equilibrium

Game Theory in Action: Pluribus and CFR in Texas Hold'em(1) Understanding Nash Equilibrium

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4 min read
How did I pass the AWS Machine Learning Speciality Exam?

How did I pass the AWS Machine Learning Speciality Exam?

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2 min read
How did I pass the AWS Machine Learning Speciality Exam?

How did I pass the AWS Machine Learning Speciality Exam?

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2 min read
Voxel51 Filtered Views Newsletter - July 26, 2024

Voxel51 Filtered Views Newsletter - July 26, 2024

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10 min read
XGBoost: The Superpower of Gradient Boosting

XGBoost: The Superpower of Gradient Boosting

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2 min read
The Importance of Fibonacci in Machine Learning and Data Science

The Importance of Fibonacci in Machine Learning and Data Science

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2 min read
Tech AI Fridays 00:34

Tech AI Fridays

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1 min read
Mathematics for Machine Learning - Day 18

Mathematics for Machine Learning - Day 18

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4 min read
Benchmark shattering: 122-language reading comprehension dataset expands multilingual NLP testing

Benchmark shattering: 122-language reading comprehension dataset expands multilingual NLP testing

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4 min read
Reinforcement Learning from Scratch - Part 1 - Tabular Q Learning

Reinforcement Learning from Scratch - Part 1 - Tabular Q Learning

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11 min read
🤖 100 Days of Generative AI - Day 1 - What is an LLM? 🤖

🤖 100 Days of Generative AI - Day 1 - What is an LLM? 🤖

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2 min read
Building and Training a Neural Network with PyTorch: A Step-by-Step Guide

Building and Training a Neural Network with PyTorch: A Step-by-Step Guide

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13 min read
Comprehensive Machine Learning Terminology Guide

Comprehensive Machine Learning Terminology Guide

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5 min read
Tactics for multi-step LLM app experimentation

Tactics for multi-step LLM app experimentation

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7 min read
Mathematics for Machine Learning - Day 17

Mathematics for Machine Learning - Day 17

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5 min read
Harnessing Real-Time Object Detection in the Browser with TensorFlow.js and COCO-SSD

Harnessing Real-Time Object Detection in the Browser with TensorFlow.js and COCO-SSD

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3 min read
Optimize Programs Using Calculus: The Power of Differentiable Programming

Optimize Programs Using Calculus: The Power of Differentiable Programming

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4 min read
LLMs: Unlocking Autonomic Computing's Self-Managing Vision?

LLMs: Unlocking Autonomic Computing's Self-Managing Vision?

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4 min read
9 months of Machine Learning and beyond: Machine Learning A-Z

9 months of Machine Learning and beyond: Machine Learning A-Z

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14 min read
MOMAland: First Benchmark Suite for Multi-Objective Multi-Agent Reinforcement Learning

MOMAland: First Benchmark Suite for Multi-Objective Multi-Agent Reinforcement Learning

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3 min read
AI Breakthrough: Understanding Million-Length Videos & Language With RingAttention

AI Breakthrough: Understanding Million-Length Videos & Language With RingAttention

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3 min read
Mathematics for Machine Learning - Day 16

Mathematics for Machine Learning - Day 16

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4 min read
My first post

My first post

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1 min read
Unleashing LLM Power: A Framework for Designing Effective Algorithms

Unleashing LLM Power: A Framework for Designing Effective Algorithms

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3 min read
Optimized Attention on Tenstorrent Grayskull: Accelerating Machine Learning Workloads

Optimized Attention on Tenstorrent Grayskull: Accelerating Machine Learning Workloads

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4 min read
Beyond ImageNet Accuracy: Comparative Study of Vision Models Evaluates Calibration, Transferability and Invariance

Beyond ImageNet Accuracy: Comparative Study of Vision Models Evaluates Calibration, Transferability and Invariance

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4 min read
Comprehensive Guide to Red-Teaming Large Language Models (LLMs) for Robust Security

Comprehensive Guide to Red-Teaming Large Language Models (LLMs) for Robust Security

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4 min read
Innovative Multi-Agent System Unravels Complex Math Problems

Innovative Multi-Agent System Unravels Complex Math Problems

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4 min read
Uncovering Fake News Sharers Through Their Own Post Histories: Insights From Social Media Data

Uncovering Fake News Sharers Through Their Own Post Histories: Insights From Social Media Data

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4 min read
Speed Up Large AI Models: Dynamic Memory Compression Boosts LLM Inference Up to 3.8x

Speed Up Large AI Models: Dynamic Memory Compression Boosts LLM Inference Up to 3.8x

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4 min read
Backdoor-based Vision-Language Model Privacy Defense Against Web Data Leaks

Backdoor-based Vision-Language Model Privacy Defense Against Web Data Leaks

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4 min read
AI/ML Influencers Boost Visibility and Citations of Research, Study Finds

AI/ML Influencers Boost Visibility and Citations of Research, Study Finds

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3 min read
AI Struggles to Read Charts and Visualizations in Slide Decks, Study Reveals

AI Struggles to Read Charts and Visualizations in Slide Decks, Study Reveals

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3 min read
Temporal Models in Artificial Intelligence

Temporal Models in Artificial Intelligence

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3 min read
The Turing Test: Trailblazing Thought Experiment Dissecting Machine Intelligence

The Turing Test: Trailblazing Thought Experiment Dissecting Machine Intelligence

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3 min read
Robust diffusion models trained on noisy data with Tweedie consistency

Robust diffusion models trained on noisy data with Tweedie consistency

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4 min read
Read and Reward: AI Agents Learn to Play by Reading Instruction Manuals

Read and Reward: AI Agents Learn to Play by Reading Instruction Manuals

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4 min read
Optimal ADMM Weight Update for Pruned Large Language Models

Optimal ADMM Weight Update for Pruned Large Language Models

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3 min read
Adapt Large Language Model Prompts via Active Learning

Adapt Large Language Model Prompts via Active Learning

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4 min read
Ternary Quantized Language Models Match Larger FP16 Models on Certain Tasks

Ternary Quantized Language Models Match Larger FP16 Models on Certain Tasks

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5 min read
Open-Source BiomedGPT: Versatile Vision-Language Model for Biomedical Tasks

Open-Source BiomedGPT: Versatile Vision-Language Model for Biomedical Tasks

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3 min read
How Social Media Echo Chambers Fuel Ideological Polarization

How Social Media Echo Chambers Fuel Ideological Polarization

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3 min read
Digital Twin Applications Across Industries 2024

Digital Twin Applications Across Industries 2024

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10 min read
My first single file webpage I have no idea if this is right so pls give me some feedback

My first single file webpage I have no idea if this is right so pls give me some feedback

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2 min read
Fixed bugs for my pytorch like library

Fixed bugs for my pytorch like library

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1 min read
Convergence of LLMs: 2024 Trend Solidified by Llama 3.1 Release

Convergence of LLMs: 2024 Trend Solidified by Llama 3.1 Release

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3 min read
BRIGHT: New Text Retrieval Benchmark Requiring Intensive Reasoning to Identify Relevant Documents

BRIGHT: New Text Retrieval Benchmark Requiring Intensive Reasoning to Identify Relevant Documents

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4 min read
Unleashing AI for Autonomous Cloud Orchestration: Challenges and Principles

Unleashing AI for Autonomous Cloud Orchestration: Challenges and Principles

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4 min read
Why AI Can’t Replace Programmers: The Limits of Machine Learning

Why AI Can’t Replace Programmers: The Limits of Machine Learning

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6 min read
Future Events as Backdoor Triggers: Investigating Temporal Vulnerabilities in LLMs

Future Events as Backdoor Triggers: Investigating Temporal Vulnerabilities in LLMs

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3 min read
AI Model Training Data Reconstruction via Transfer Learning Explored

AI Model Training Data Reconstruction via Transfer Learning Explored

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4 min read
The Role of Machine Learning in Predictive Maintenance

The Role of Machine Learning in Predictive Maintenance

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2 min read
AI Tiebreaker: Evaluating Chess Grandmaster Moves with Powerful Chess AI

AI Tiebreaker: Evaluating Chess Grandmaster Moves with Powerful Chess AI

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4 min read
Long Context AI Revolution: Granite Models Crack 128K Context Barrier

Long Context AI Revolution: Granite Models Crack 128K Context Barrier

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4 min read
Tweak Language Model Behavior with Surgical Parameter Editing

Tweak Language Model Behavior with Surgical Parameter Editing

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5 min read
Personalize Videos with PoseCrafter: One-Shot Flexible Pose Synthesis

Personalize Videos with PoseCrafter: One-Shot Flexible Pose Synthesis

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4 min read
Unlocking Logical Reasoning in Large Language Models via Probabilistic Integration

Unlocking Logical Reasoning in Large Language Models via Probabilistic Integration

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3 min read
Linear Representation of Concepts in Large Language Models: A Geometric Perspective

Linear Representation of Concepts in Large Language Models: A Geometric Perspective

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4 min read
Understanding Retrieval-Augmented Generation (RAG): Is This the End of Traditional Information Retrieval?

Understanding Retrieval-Augmented Generation (RAG): Is This the End of Traditional Information Retrieval?

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1 min read
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