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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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# 🌳 Dive into Decision Trees: A Fun Guide! 🌳

# 🌳 Dive into Decision Trees: A Fun Guide! 🌳

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2 min read
K Nearest Neighbors Regression, Regression: Supervised Machine Learning

K Nearest Neighbors Regression, Regression: Supervised Machine Learning

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4 min read
Lasso Regression, Regression: Supervised Machine Learning

Lasso Regression, Regression: Supervised Machine Learning

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4 min read
Ridge Regression, Regression: Supervised Machine Learning

Ridge Regression, Regression: Supervised Machine Learning

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6 min read
Security in LLMs: Safeguarding AI Systems - V

Security in LLMs: Safeguarding AI Systems - V

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7 min read
Attention Mechanisms in Deep Learning: Unlocking New Capabilities

Attention Mechanisms in Deep Learning: Unlocking New Capabilities

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3 min read
Linear Regression, Regression: Supervised Machine Learning

Linear Regression, Regression: Supervised Machine Learning

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16 min read
TensorFlow for Beginners: Your First Neural Network

TensorFlow for Beginners: Your First Neural Network

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2 min read
Mathematics for Machine Learning - Day 5

Mathematics for Machine Learning - Day 5

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6 min read
Delving into ChatGPT usage in academic writing through excess vocabulary

Delving into ChatGPT usage in academic writing through excess vocabulary

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3 min read
Machine Psychology: Investigating Emergent Capabilities and Behavior in Large Language Models Using Psychological Methods

Machine Psychology: Investigating Emergent Capabilities and Behavior in Large Language Models Using Psychological Methods

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4 min read
Simulacra as Conscious Exotica

Simulacra as Conscious Exotica

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4 min read
Mixture of A Million Experts

Mixture of A Million Experts

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3 min read
Which algorithm to select in sports timetabling?

Which algorithm to select in sports timetabling?

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4 min read
AI Agents That Matter

AI Agents That Matter

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3 min read
Abide by the Law and Follow the Flow: Conservation Laws for Gradient Flows

Abide by the Law and Follow the Flow: Conservation Laws for Gradient Flows

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4 min read
OpenDiLoCo: An Open-Source Framework for Globally Distributed Low-Communication Training

OpenDiLoCo: An Open-Source Framework for Globally Distributed Low-Communication Training

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3 min read
Distilling System 2 into System 1

Distilling System 2 into System 1

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4 min read
The Reason behind Good or Bad: Towards a Better Mathematical Verifier with Natural Language Feedback

The Reason behind Good or Bad: Towards a Better Mathematical Verifier with Natural Language Feedback

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4 min read
SmartChoices: Augmenting Software with Learned Implementations

SmartChoices: Augmenting Software with Learned Implementations

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4 min read
Personalized Language Modeling from Personalized Human Feedback

Personalized Language Modeling from Personalized Human Feedback

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4 min read
Shadows of quantum machine learning

Shadows of quantum machine learning

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4 min read
LLMs can learn self-restraint through iterative self-reflection

LLMs can learn self-restraint through iterative self-reflection

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5 min read
Same Task, More Tokens: the Impact of Input Length on the Reasoning Performance of Large Language Models

Same Task, More Tokens: the Impact of Input Length on the Reasoning Performance of Large Language Models

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4 min read
Vulnerability Detection with Code Language Models: How Far Are We?

Vulnerability Detection with Code Language Models: How Far Are We?

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5 min read
Memory, Consciousness and Large Language Model

Memory, Consciousness and Large Language Model

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4 min read
When Benchmarks are Targets: Revealing the Sensitivity of Large Language Model Leaderboards

When Benchmarks are Targets: Revealing the Sensitivity of Large Language Model Leaderboards

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4 min read
LoRA+: Efficient Low Rank Adaptation of Large Models

LoRA+: Efficient Low Rank Adaptation of Large Models

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3 min read
ColPali: Efficient Document Retrieval with Vision Language Models

ColPali: Efficient Document Retrieval with Vision Language Models

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4 min read
How do you know that? Teaching Generative Language Models to Reference Answers to Biomedical Questions

How do you know that? Teaching Generative Language Models to Reference Answers to Biomedical Questions

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4 min read
Volumetric Rendering with Baked Quadrature Fields

Volumetric Rendering with Baked Quadrature Fields

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3 min read
A Practical Review of Mechanistic Interpretability for Transformer-Based Language Models

A Practical Review of Mechanistic Interpretability for Transformer-Based Language Models

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4 min read
When LLMs Play the Telephone Game: Cumulative Changes and Attractors in Iterated Cultural Transmissions

When LLMs Play the Telephone Game: Cumulative Changes and Attractors in Iterated Cultural Transmissions

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4 min read
Reasoning in Large Language Models: A Geometric Perspective

Reasoning in Large Language Models: A Geometric Perspective

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4 min read
Mooncake: Kimi's KVCache-centric Architecture for LLM Serving

Mooncake: Kimi's KVCache-centric Architecture for LLM Serving

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4 min read
PaliGemma: A versatile 3B VLM for transfer

PaliGemma: A versatile 3B VLM for transfer

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4 min read
X-ray Made Simple: Radiology Report Generation and Evaluation with Layman's Terms

X-ray Made Simple: Radiology Report Generation and Evaluation with Layman's Terms

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4 min read
ScreenAI: A Vision-Language Model for UI and Infographics Understanding

ScreenAI: A Vision-Language Model for UI and Infographics Understanding

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4 min read
Learning to (Learn at Test Time): RNNs with Expressive Hidden States

Learning to (Learn at Test Time): RNNs with Expressive Hidden States

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3 min read
A Multivariate Unimodality Test Harnessing the Dip Statistic of Mahalanobis Distances Over Random Projections

A Multivariate Unimodality Test Harnessing the Dip Statistic of Mahalanobis Distances Over Random Projections

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3 min read
Achieving Energetic Superiority Through System-Level Quantum Circuit Simulation

Achieving Energetic Superiority Through System-Level Quantum Circuit Simulation

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4 min read
LivePortrait: Efficient Portrait Animation with Stitching and Retargeting Control

LivePortrait: Efficient Portrait Animation with Stitching and Retargeting Control

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3 min read
A Mechanistic Analysis of a Transformer Trained on a Symbolic Multi-Step Reasoning Task

A Mechanistic Analysis of a Transformer Trained on a Symbolic Multi-Step Reasoning Task

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4 min read
What's the Magic Word? A Control Theory of LLM Prompting

What's the Magic Word? A Control Theory of LLM Prompting

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4 min read
MoE-LLaVA: Mixture of Experts for Large Vision-Language Models

MoE-LLaVA: Mixture of Experts for Large Vision-Language Models

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4 min read
Toto: Time Series Optimized Transformer for Observability

Toto: Time Series Optimized Transformer for Observability

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5 min read
Pixel-Aware Stable Diffusion for Realistic Image Super-resolution and Personalized Stylization

Pixel-Aware Stable Diffusion for Realistic Image Super-resolution and Personalized Stylization

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4 min read
Testing AI on language comprehension tasks reveals insensitivity to underlying meaning

Testing AI on language comprehension tasks reveals insensitivity to underlying meaning

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4 min read
Exploring the Latest LLMs for Leaderboard Extraction

Exploring the Latest LLMs for Leaderboard Extraction

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4 min read
FACTS About Building Retrieval Augmented Generation-based Chatbots

FACTS About Building Retrieval Augmented Generation-based Chatbots

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4 min read
SpikeGPT: Generative Pre-trained Language Model with Spiking Neural Networks

SpikeGPT: Generative Pre-trained Language Model with Spiking Neural Networks

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4 min read
There Has To Be a Lot That We're Missing: Moderating AI-Generated Content on Reddit

There Has To Be a Lot That We're Missing: Moderating AI-Generated Content on Reddit

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4 min read
Por que Python é amplamente utilizado em projetos de Inteligência Artificial?

Por que Python é amplamente utilizado em projetos de Inteligência Artificial?

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1 min read
Voxel51 Filtered Views Newsletter - July 12, 2024

Voxel51 Filtered Views Newsletter - July 12, 2024

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11 min read
🌟 Introducing HealthHub: Your Ultimate Wellness Companion 🏥💪

🌟 Introducing HealthHub: Your Ultimate Wellness Companion 🏥💪

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Mathematics for Machine Learning - Day 4

Mathematics for Machine Learning - Day 4

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5 min read
Spiking Neural Networks

Spiking Neural Networks

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10 min read
Master Linear Regression with NumPy: Step-by-Step Guide to Building and Optimizing Your First Model!

Master Linear Regression with NumPy: Step-by-Step Guide to Building and Optimizing Your First Model!

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3 min read
Useful datasets for AI/ML

Useful datasets for AI/ML

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1 min read
Want to get started as a Data Engineer

Want to get started as a Data Engineer

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1 min read
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