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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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Towards a Personal Health Large Language Model
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Towards a Personal Health Large Language Model

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5 min read
Day 7 of Machine Learning|| Linear Regression Part 1

Day 7 of Machine Learning|| Linear Regression Part 1

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3 min read
ꜱᴄᴀʟɪɴɢ ᴀɴᴅ ɴᴏʀᴍᴀʟɪᴢɪɴɢ ᴅᴀᴛᴀ ꜰᴏʀ ᴍᴀᴄʜɪɴᴇ ʟᴇᴀʀɴɪɴɢ ᴍᴏᴅᴇʟꜱ
Cover image for ꜱᴄᴀʟɪɴɢ ᴀɴᴅ ɴᴏʀᴍᴀʟɪᴢɪɴɢ ᴅᴀᴛᴀ ꜰᴏʀ ᴍᴀᴄʜɪɴᴇ ʟᴇᴀʀɴɪɴɢ ᴍᴏᴅᴇʟꜱ

ꜱᴄᴀʟɪɴɢ ᴀɴᴅ ɴᴏʀᴍᴀʟɪᴢɪɴɢ ᴅᴀᴛᴀ ꜰᴏʀ ᴍᴀᴄʜɪɴᴇ ʟᴇᴀʀɴɪɴɢ ᴍᴏᴅᴇʟꜱ

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3 min read
Implementing MLOps with GitHub Actions
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Implementing MLOps with GitHub Actions

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5 min read
How machines Learn: A look into machine learning.

How machines Learn: A look into machine learning.

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3 min read
Conformal Prediction Sets Improve Human Decision Making
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Conformal Prediction Sets Improve Human Decision Making

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4 min read
Explaining Explanations in Probabilistic Logic Programming

Explaining Explanations in Probabilistic Logic Programming

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4 min read
Learning to Infer Generative Template Programs for Visual Concepts
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Learning to Infer Generative Template Programs for Visual Concepts

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4 min read
RepairLLaMA: Efficient Representations and Fine-Tuned Adapters for Program Repair
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RepairLLaMA: Efficient Representations and Fine-Tuned Adapters for Program Repair

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4 min read
Teams of LLM Agents can Exploit Zero-Day Vulnerabilities
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Teams of LLM Agents can Exploit Zero-Day Vulnerabilities

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4 min read
Defending LLMs against Jailbreaking Attacks via Backtranslation
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Defending LLMs against Jailbreaking Attacks via Backtranslation

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3 min read
A Definition of Open-Ended Learning Problems for Goal-Conditioned Agents

A Definition of Open-Ended Learning Problems for Goal-Conditioned Agents

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5 min read
CompeteAI: Understanding the Competition Dynamics in Large Language Model-based Agents

CompeteAI: Understanding the Competition Dynamics in Large Language Model-based Agents

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4 min read
Sarcasm Detection using Machine Learning.

Sarcasm Detection using Machine Learning.

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3 min read
Semantically Diverse Language Generation for Uncertainty Estimation in Language Models
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Semantically Diverse Language Generation for Uncertainty Estimation in Language Models

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4 min read
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