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Data Science allows us to extract meaning from and interpret data.

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A Closer Look at AUROC and AUPRC under Class Imbalance

A Closer Look at AUROC and AUPRC under Class Imbalance

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4 min read
Computer Vision Meetup: Towards Resource Efficient Robust Text-to-Image Generative Models 21:34

Computer Vision Meetup: Towards Resource Efficient Robust Text-to-Image Generative Models

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1 min read
Recapping the AI, Machine Learning and Data Science Meetup — April 18, 2024

Recapping the AI, Machine Learning and Data Science Meetup — April 18, 2024

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6 min read
Data Analysis 1: Scraping web pages

Data Analysis 1: Scraping web pages

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Long-form music generation with latent diffusion

Long-form music generation with latent diffusion

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4 min read
Born With a Silver Spoon? Investigating Socioeconomic Bias in Large Language Models

Born With a Silver Spoon? Investigating Socioeconomic Bias in Large Language Models

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Blockchain Technology and Data Governance: Enhancing Security and Trust

Blockchain Technology and Data Governance: Enhancing Security and Trust

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Chinchilla Scaling: A replication attempt

Chinchilla Scaling: A replication attempt

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3 min read
What are human values, and how do we align AI to them?

What are human values, and how do we align AI to them?

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The Curious Decline of Linguistic Diversity: Training Language Models on Synthetic Text

The Curious Decline of Linguistic Diversity: Training Language Models on Synthetic Text

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VASA-1: Lifelike Audio-Driven Talking Faces Generated in Real Time

VASA-1: Lifelike Audio-Driven Talking Faces Generated in Real Time

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4 min read
Confidential Federated Computations

Confidential Federated Computations

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4 min read
KMDS, a package for knowledge managment in data science

KMDS, a package for knowledge managment in data science

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🔬 Fiches emploi Nouvelle-Calédonie et codes ROME

🔬 Fiches emploi Nouvelle-Calédonie et codes ROME

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Porn Industry and Tech Innovation: Tech’s Unlikely Muse

Porn Industry and Tech Innovation: Tech’s Unlikely Muse

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7 min read
Understanding Machine Learning

Understanding Machine Learning

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1 min read
A Crescente Demanda por Profissionais com Habilidades em IA e Machine Learning

A Crescente Demanda por Profissionais com Habilidades em IA e Machine Learning

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Unlock Efficiency with ID Document Recognition: 8 Hassle-Free Validation Techniques

Unlock Efficiency with ID Document Recognition: 8 Hassle-Free Validation Techniques

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AutoCodeRover: Autonomous Program Improvement

AutoCodeRover: Autonomous Program Improvement

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Mastering SQL Queries: A Comprehensive Guide for Beginners

Mastering SQL Queries: A Comprehensive Guide for Beginners

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The Illusion of State in State-Space Models

The Illusion of State in State-Space Models

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4 min read
Zero-shot Building Age Classification from Facade Image Using GPT-4

Zero-shot Building Age Classification from Facade Image Using GPT-4

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4 min read
The Best R Packages Every Data Scientist Should Use

The Best R Packages Every Data Scientist Should Use

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2 min read
"Day 44 of My Learning Journey: Setting Sail into Data Excellence! Today's Focus: Mathematics for Data Analysis (Stats Day -22)

"Day 44 of My Learning Journey: Setting Sail into Data Excellence! Today's Focus: Mathematics for Data Analysis (Stats Day -22)

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"Day 45 of My Learning Journey: Setting Sail into Data Excellence! Today's Focus: Mathematics for Data Analysis (Stats Day -24)

"Day 45 of My Learning Journey: Setting Sail into Data Excellence! Today's Focus: Mathematics for Data Analysis (Stats Day -24)

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1 min read
Tools Every Data Scientist Should Know

Tools Every Data Scientist Should Know

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Why do small language models underperform? Studying Language Model Saturation via the Softmax Bottleneck

Why do small language models underperform? Studying Language Model Saturation via the Softmax Bottleneck

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Recommender Systems in the Era of Large Language Models (LLMs)

Recommender Systems in the Era of Large Language Models (LLMs)

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Large Language Models as Optimizers

Large Language Models as Optimizers

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H2O-Danube-1.8B Technical Report

H2O-Danube-1.8B Technical Report

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4 min read
Tiny Titans: Can Smaller Large Language Models Punch Above Their Weight in the Real World for Meeting Summarization?

Tiny Titans: Can Smaller Large Language Models Punch Above Their Weight in the Real World for Meeting Summarization?

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4 min read
Dataset Reset Policy Optimization for RLHF

Dataset Reset Policy Optimization for RLHF

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4 min read
Manipulating Large Language Models to Increase Product Visibility

Manipulating Large Language Models to Increase Product Visibility

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3 min read
CHOPS: CHat with custOmer Profile Systems for Customer Service with LLMs

CHOPS: CHat with custOmer Profile Systems for Customer Service with LLMs

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3 min read
BooookScore: A systematic exploration of book-length summarization in the era of LLMs

BooookScore: A systematic exploration of book-length summarization in the era of LLMs

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4 min read
The Curse of Recursion: Training on Generated Data Makes Models Forget

The Curse of Recursion: Training on Generated Data Makes Models Forget

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4 min read
Megalodon: Efficient LLM Pretraining and Inference with Unlimited Context Length

Megalodon: Efficient LLM Pretraining and Inference with Unlimited Context Length

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4 min read
ResearchAgent: Iterative Research Idea Generation over Scientific Literature with Large Language Models

ResearchAgent: Iterative Research Idea Generation over Scientific Literature with Large Language Models

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4 min read
TransformerFAM: Feedback attention is working memory

TransformerFAM: Feedback attention is working memory

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4 min read
Beginner's Guide to Math's for Machine Learning

Beginner's Guide to Math's for Machine Learning

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SCott: Accelerating Diffusion Models with Stochastic Consistency Distillation

SCott: Accelerating Diffusion Models with Stochastic Consistency Distillation

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4 min read
Tied-Lora: Enhancing parameter efficiency of LoRA with weight tying

Tied-Lora: Enhancing parameter efficiency of LoRA with weight tying

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4 min read
Assumption of Homoscedasticity : A Guide to verifying the Assumption of Constant Variance of Residuals

Assumption of Homoscedasticity : A Guide to verifying the Assumption of Constant Variance of Residuals

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3 min read
Zero-Shot Prediction Plugin for FiftyOne

Zero-Shot Prediction Plugin for FiftyOne

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8 min read
The Importance of Data in Decision Making

The Importance of Data in Decision Making

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Day 1 of 30 : Machine Learning

Day 1 of 30 : Machine Learning

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Bulletproof Your Analysis: Data Quality Checklists for Reliable Insights

Bulletproof Your Analysis: Data Quality Checklists for Reliable Insights

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AI and Data Sets – Maximizing the Power of Data

AI and Data Sets – Maximizing the Power of Data

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Vision Transformers Need Registers

Vision Transformers Need Registers

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GoEX: Perspectives and Designs Towards a Runtime for Autonomous LLM Applications

GoEX: Perspectives and Designs Towards a Runtime for Autonomous LLM Applications

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Algorithmic Collective Action in Recommender Systems: Promoting Songs by Reordering Playlists

Algorithmic Collective Action in Recommender Systems: Promoting Songs by Reordering Playlists

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Rho-1: Not All Tokens Are What You Need

Rho-1: Not All Tokens Are What You Need

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The Expressive Power of Transformers with Chain of Thought

The Expressive Power of Transformers with Chain of Thought

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The Impact of Depth on Compositional Generalization in Transformer Language Models

The Impact of Depth on Compositional Generalization in Transformer Language Models

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Scaling (Down) CLIP: A Comprehensive Analysis of Data, Architecture, and Training Strategies

Scaling (Down) CLIP: A Comprehensive Analysis of Data, Architecture, and Training Strategies

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Show Your Work with Confidence: Confidence Bands for Tuning Curves

Show Your Work with Confidence: Confidence Bands for Tuning Curves

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InternLM-XComposer2-4KHD: A Pioneering Large Vision-Language Model Handling Resolutions from 336 Pixels to 4K HD

InternLM-XComposer2-4KHD: A Pioneering Large Vision-Language Model Handling Resolutions from 336 Pixels to 4K HD

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ChatGPT Can Predict the Future when it Tells Stories Set in the Future About the Past

ChatGPT Can Predict the Future when it Tells Stories Set in the Future About the Past

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MiniCPM: Unveiling the Potential of Small Language Models with Scalable Training Strategies

MiniCPM: Unveiling the Potential of Small Language Models with Scalable Training Strategies

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3 min read
Chapter: Vulnerability of Quantum Information Systems to Collective Manipulation

Chapter: Vulnerability of Quantum Information Systems to Collective Manipulation

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4 min read
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