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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

Towards a Personal Health Large Language Model

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5 min read
Separating the Chirp from the Chat: Self-supervised Visual Grounding of Sound and Language

Separating the Chirp from the Chat: Self-supervised Visual Grounding of Sound and Language

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4 min read
The statistical thermodynamics of generative diffusion models: Phase transitions, symmetry breaking and critical instability

The statistical thermodynamics of generative diffusion models: Phase transitions, symmetry breaking and critical instability

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5 min read
Clifford-Steerable Convolutional Neural Networks

Clifford-Steerable Convolutional Neural Networks

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4 min read
PowerInfer-2: Fast Large Language Model Inference on a Smartphone

PowerInfer-2: Fast Large Language Model Inference on a Smartphone

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4 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

ꜱᴄᴀʟɪɴɢ ᴀɴᴅ ɴᴏʀᴍᴀʟɪᴢɪɴɢ ᴅᴀᴛᴀ ꜰᴏʀ ᴍᴀᴄʜɪɴᴇ ʟᴇᴀʀɴɪɴɢ ᴍᴏᴅᴇʟꜱ

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3 min read
Implementing MLOps with GitHub Actions

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
Sarcasm Detection using Machine Learning.

Sarcasm Detection using Machine Learning.

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

Learning to Infer Generative Template Programs for Visual Concepts

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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
Large Language Models(LLMs) on Tabular Data: Prediction, Generation, and Understanding -- A Survey

Large Language Models(LLMs) on Tabular Data: Prediction, Generation, and Understanding -- A Survey

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5 min read
Golden Ratio Yoshimura for Meta-Stable and Massively Reconfigurable Deployment

Golden Ratio Yoshimura for Meta-Stable and Massively Reconfigurable Deployment

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4 min read
Defending LLMs against Jailbreaking Attacks via Backtranslation

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
Teams of LLM Agents can Exploit Zero-Day Vulnerabilities

Teams of LLM Agents can Exploit Zero-Day Vulnerabilities

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3 min read
Documenting my pin collection with Segment Anything: Part 2

Documenting my pin collection with Segment Anything: Part 2

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3 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
Semantically Diverse Language Generation for Uncertainty Estimation in Language Models

Semantically Diverse Language Generation for Uncertainty Estimation in Language Models

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4 min read
The Bayesian Learning Rule

The Bayesian Learning Rule

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5 min read
Creativity Has Left the Chat: The Price of Debiasing Language Models

Creativity Has Left the Chat: The Price of Debiasing Language Models

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3 min read
Thermodynamic Linear Algebra

Thermodynamic Linear Algebra

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3 min read
Artifacts or Abduction: How Do LLMs Answer Multiple-Choice Questions Without the Question?

Artifacts or Abduction: How Do LLMs Answer Multiple-Choice Questions Without the Question?

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

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

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4 min read
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