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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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Quantum-Classical Machine Learning: Quanvolutional Neural Network
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Quantum-Classical Machine Learning: Quanvolutional Neural Network

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13 min read
Introductions to ML
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Introductions to ML

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3 min read
Recapping the AI, Machine Learning and Computer Meetup — September 26, 2024
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Recapping the AI, Machine Learning and Computer Meetup — September 26, 2024

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4 min read
Ethical Hacking: Strengthening Security in the Digital Age
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Ethical Hacking: Strengthening Security in the Digital Age

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3 min read
Cooking Skills from Online Data: Robot Training Made Efficient
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Cooking Skills from Online Data: Robot Training Made Efficient

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4 min read
Personalized Controllable Character Video Synthesis with Spatial Decomposition
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Personalized Controllable Character Video Synthesis with Spatial Decomposition

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3 min read
Extracting Private Data from Language Models via Model Decomposition
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Extracting Private Data from Language Models via Model Decomposition

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3 min read
Rethinking AI's 'Bigger-is-Better' Obsession: Sustainability and Responsible Innovation
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Rethinking AI's 'Bigger-is-Better' Obsession: Sustainability and Responsible Innovation

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4 min read
From Dense to Sparse Experts: Efficient Instruction Tuning via Sparsity Crafting
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From Dense to Sparse Experts: Efficient Instruction Tuning via Sparsity Crafting

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5 min read
Unlocking the Black Box: A Bayesian Framework for Large Language Model Reasoning

Unlocking the Black Box: A Bayesian Framework for Large Language Model Reasoning

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4 min read
Meta-Learning Text Representations for Deconfounding Treatment Effect Estimation
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Meta-Learning Text Representations for Deconfounding Treatment Effect Estimation

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4 min read
Powerful Neural Network for Time Series Analysis: Kolmogorov-Arnold Networks (KANs)
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Powerful Neural Network for Time Series Analysis: Kolmogorov-Arnold Networks (KANs)

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5 min read
SAM 2 Is Now Available in FiftyOne!
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SAM 2 Is Now Available in FiftyOne!

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4 min read
From RAGs to Riches: An In-Depth Look at Retrieval-Augmented Generation
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From RAGs to Riches: An In-Depth Look at Retrieval-Augmented Generation

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9 min read
Understanding the Basics of Optimization Loops in PyTorch
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Understanding the Basics of Optimization Loops in PyTorch

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4 min read
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