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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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Extracting Prompts by Inverting LLM Outputs
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Extracting Prompts by Inverting LLM Outputs

#machinelearning #ai #beginners #datascience
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4 min read
Lessons from the Trenches on Reproducible Evaluation of Language Models
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Lessons from the Trenches on Reproducible Evaluation of Language Models

#machinelearning #ai #beginners #datascience
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5 min read
Many-Shot In-Context Learning
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Many-Shot In-Context Learning

#machinelearning #ai #beginners #datascience
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4 min read
Efficient Encoder-Decoder Transformer Decoding for Decomposable Tasks
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Efficient Encoder-Decoder Transformer Decoding for Decomposable Tasks

#machinelearning #ai #beginners #datascience
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3 min read
Reprompting: Automated Chain-of-Thought Prompt Inference Through Gibbs Sampling
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Reprompting: Automated Chain-of-Thought Prompt Inference Through Gibbs Sampling

#machinelearning #ai #beginners #datascience
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4 min read
Direct3D: Scalable Image-to-3D Generation via 3D Latent Diffusion Transformer
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Direct3D: Scalable Image-to-3D Generation via 3D Latent Diffusion Transformer

#machinelearning #ai #beginners #datascience
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4 min read
Surveilling the Masses with Wi-Fi-Based Positioning Systems
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Surveilling the Masses with Wi-Fi-Based Positioning Systems

#machinelearning #ai #beginners #datascience
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5 min read
ZigZag: Universal Sampling-free Uncertainty Estimation Through Two-Step Inference
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ZigZag: Universal Sampling-free Uncertainty Estimation Through Two-Step Inference

#machinelearning #ai #beginners #datascience
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4 min read
Not All Language Model Features Are Linear
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Not All Language Model Features Are Linear

#machinelearning #ai #beginners #datascience
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4 min read
LoRA Fine-tuning Efficiently Undoes Safety Training in Llama 2-Chat 70B
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LoRA Fine-tuning Efficiently Undoes Safety Training in Llama 2-Chat 70B

#machinelearning #ai #beginners #datascience
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4 min read
VecFusion: Vector Font Generation with Diffusion
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VecFusion: Vector Font Generation with Diffusion

#machinelearning #ai #beginners #datascience
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4 min read
Evaluation of the Programming Skills of Large Language Models
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Evaluation of the Programming Skills of Large Language Models

#machinelearning #ai #beginners #datascience
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3 min read
Unsupervised Evaluation of Code LLMs with Round-Trip Correctness
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Unsupervised Evaluation of Code LLMs with Round-Trip Correctness

#machinelearning #ai #beginners #datascience
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4 min read
Metacognitive Capabilities of LLMs: An Exploration in Mathematical Problem Solving
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Metacognitive Capabilities of LLMs: An Exploration in Mathematical Problem Solving

#machinelearning #ai #beginners #datascience
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3 min read
Can a Transformer Represent a Kalman Filter?
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Can a Transformer Represent a Kalman Filter?

#machinelearning #ai #beginners #datascience
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4 min read
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