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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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Alpha-Beta Pruning in Artificial Intelligence

Alpha-Beta Pruning in Artificial Intelligence

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3 min read
Mastering SQL Joins and Unions: Integrate Data for Incredible Insights

Mastering SQL Joins and Unions: Integrate Data for Incredible Insights

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6 min read
Harnessing Machine Learning for Advanced Data Analytics

Harnessing Machine Learning for Advanced Data Analytics

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5 min read
Altern: Navigating the Future of AI Tools and Technology

Altern: Navigating the Future of AI Tools and Technology

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2 min read
The 1 Principle to Build Regular Equivariant CNNs

The 1 Principle to Build Regular Equivariant CNNs

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6 min read
Reducing the Filtering Effect in Public School Admissions: A Bias-aware Analysis for Targeted Interventions

Reducing the Filtering Effect in Public School Admissions: A Bias-aware Analysis for Targeted Interventions

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4 min read
Large Models of What? Mistaking Engineering Achievements for Human Linguistic Agency

Large Models of What? Mistaking Engineering Achievements for Human Linguistic Agency

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4 min read
Spider2-V: How Far Are Multimodal Agents From Automating Data Science and Engineering Workflows?

Spider2-V: How Far Are Multimodal Agents From Automating Data Science and Engineering Workflows?

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4 min read
Qwen2 Technical Report

Qwen2 Technical Report

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4 min read
Learning to Break Deep Perceptual Hashing: The Use Case NeuralHash

Learning to Break Deep Perceptual Hashing: The Use Case NeuralHash

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4 min read
Vision language models are blind

Vision language models are blind

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4 min read
On scalable oversight with weak LLMs judging strong LLMs

On scalable oversight with weak LLMs judging strong LLMs

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3 min read
Accuracy is Not All You Need

Accuracy is Not All You Need

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4 min read
Backpropagation through space, time, and the brain

Backpropagation through space, time, and the brain

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3 min read
Parametric Matrix Models

Parametric Matrix Models

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4 min read
xLSTMTime : Long-term Time Series Forecasting With xLSTM

xLSTMTime : Long-term Time Series Forecasting With xLSTM

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4 min read
AutoBencher: Creating Salient, Novel, Difficult Datasets for Language Models

AutoBencher: Creating Salient, Novel, Difficult Datasets for Language Models

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3 min read
Is GPT-4 conscious?

Is GPT-4 conscious?

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4 min read
An AI's Dream: A Narrative of Hope and Aspiration

An AI's Dream: A Narrative of Hope and Aspiration

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2 min read
Digital Pioneer.

Digital Pioneer.

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1 min read
Integration of Artificial Intelligence and Machine Learning in Cloud Security

Integration of Artificial Intelligence and Machine Learning in Cloud Security

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5 min read
Mathematics for Machine Learning

Mathematics for Machine Learning

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5 min read
Utilizing Kubernetes for an Effective MLOps Platform

Utilizing Kubernetes for an Effective MLOps Platform

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16 min read
Human-in-the-Loop Visual Re-ID for Population Size Estimation

Human-in-the-Loop Visual Re-ID for Population Size Estimation

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4 min read
Can ChatGPT Pass a Theory of Computing Course?

Can ChatGPT Pass a Theory of Computing Course?

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4 min read
Mathematics for Machine Learning - Day 10

Mathematics for Machine Learning - Day 10

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6 min read
Agent Attention: On the Integration of Softmax and Linear Attention

Agent Attention: On the Integration of Softmax and Linear Attention

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4 min read
Beyond Euclid: An Illustrated Guide to Modern Machine Learning with Geometric, Topological, and Algebraic Structures

Beyond Euclid: An Illustrated Guide to Modern Machine Learning with Geometric, Topological, and Algebraic Structures

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5 min read
Towards Enhancing Coherence in Extractive Summarization: Dataset and Experiments with LLMs

Towards Enhancing Coherence in Extractive Summarization: Dataset and Experiments with LLMs

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3 min read
CodeUpdateArena: Benchmarking Knowledge Editing on API Updates

CodeUpdateArena: Benchmarking Knowledge Editing on API Updates

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4 min read
SparQ Attention: Bandwidth-Efficient LLM Inference

SparQ Attention: Bandwidth-Efficient LLM Inference

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4 min read
TurboTLS: TLS connection establishment with 1 less round trip

TurboTLS: TLS connection establishment with 1 less round trip

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5 min read
Adapting Large Language Models via Reading Comprehension

Adapting Large Language Models via Reading Comprehension

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4 min read
UNSAT Solver Synthesis via Monte Carlo Forest Search

UNSAT Solver Synthesis via Monte Carlo Forest Search

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4 min read
WildGaussians: 3D Gaussian Splatting in the Wild

WildGaussians: 3D Gaussian Splatting in the Wild

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3 min read
Transformer Layers as Painters

Transformer Layers as Painters

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3 min read
Running Llama 3, Mixtral, and GPT-4o

Running Llama 3, Mixtral, and GPT-4o

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8 min read
How AI in Education is Revolutionizing Education 4.0?

How AI in Education is Revolutionizing Education 4.0?

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4 min read
Different Encoding Methods for your Dataset.

Different Encoding Methods for your Dataset.

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7 min read
K Means Clustering, Clustering: Unsupervised Machine Learning

K Means Clustering, Clustering: Unsupervised Machine Learning

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4 min read
K Nearest Neighbors Classification, Classification: Supervised Machine Learning

K Nearest Neighbors Classification, Classification: Supervised Machine Learning

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4 min read
Taming the Wild West: Data Preprocessing for Machine Learning Success

Taming the Wild West: Data Preprocessing for Machine Learning Success

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5 min read
AdaBoost - Ensemble Method, Classification: Supervised Machine Learning

AdaBoost - Ensemble Method, Classification: Supervised Machine Learning

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7 min read
Decision Tree, Classification: Supervised Machine Learning

Decision Tree, Classification: Supervised Machine Learning

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7 min read
Logistic Regression, Classification: Supervised Machine Learning

Logistic Regression, Classification: Supervised Machine Learning

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10 min read
Join These 4 Must-Join Discord Servers for ML Enthusiasts! 🚀

Join These 4 Must-Join Discord Servers for ML Enthusiasts! 🚀

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2 min read
Mathematics for Machine Learning - Day 6

Mathematics for Machine Learning - Day 6

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6 min read
The Gemika's Magical Guide to Sorting Hogwarts Students using the Decision Tree Algorithm (Part #4A)

The Gemika's Magical Guide to Sorting Hogwarts Students using the Decision Tree Algorithm (Part #4A)

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14 min read
Applying LLM to build Digital Medical Record System: From Paper to Structured Data

Applying LLM to build Digital Medical Record System: From Paper to Structured Data

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8 min read
Integrated Traffic Management System with Predictive Modeling and Visualization

Integrated Traffic Management System with Predictive Modeling and Visualization

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3 min read
Handling Outliers|| Feature Engineering || Machine Learning

Handling Outliers|| Feature Engineering || Machine Learning

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5 min read
Simulacra as Conscious Exotica

Simulacra as Conscious Exotica

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4 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
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
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
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
Distilling System 2 into System 1

Distilling System 2 into System 1

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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
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