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Data Science

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

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Quantum Convolutional Neural Networks
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zachbenson profile

Quantum Convolutional Neural Networks

#tutorial #machinelearning #ai #datascience
23
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6 min read
Reprompting: Automated Chain-of-Thought Prompt Inference Through Gibbs Sampling
aimodels-fyi profile

Reprompting: Automated Chain-of-Thought Prompt Inference Through Gibbs Sampling

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

Efficient Encoder-Decoder Transformer Decoding for Decomposable Tasks

#machinelearning #ai #beginners #datascience
1
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3 min read
Not All Language Model Features Are Linear
aimodels-fyi profile

Not All Language Model Features Are Linear

#machinelearning #ai #beginners #datascience
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4 min read
Many-Shot In-Context Learning
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aimodels-fyi profile

Many-Shot In-Context Learning

#machinelearning #ai #beginners #datascience
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4 min read
ZigZag: Universal Sampling-free Uncertainty Estimation Through Two-Step Inference
aimodels-fyi profile

ZigZag: Universal Sampling-free Uncertainty Estimation Through Two-Step Inference

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

Surveilling the Masses with Wi-Fi-Based Positioning Systems

#machinelearning #ai #beginners #datascience
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5 min read
XMoE: Sparse Models with Fine-grained and Adaptive Expert Selection
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aimodels-fyi profile

XMoE: Sparse Models with Fine-grained and Adaptive Expert Selection

#machinelearning #ai #beginners #datascience
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4 min read
Bring Your Own KG: Self-Supervised Program Synthesis for Zero-Shot KGQA
aimodels-fyi profile

Bring Your Own KG: Self-Supervised Program Synthesis for Zero-Shot KGQA

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

LoRA Fine-tuning Efficiently Undoes Safety Training in Llama 2-Chat 70B

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

Lessons from the Trenches on Reproducible Evaluation of Language Models

#machinelearning #ai #beginners #datascience
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5 min read
Models That Prove Their Own Correctness
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aimodels-fyi profile

Models That Prove Their Own Correctness

#machinelearning #ai #beginners #datascience
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5 min read
Extracting Prompts by Inverting LLM Outputs
aimodels-fyi profile

Extracting Prompts by Inverting LLM Outputs

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

Direct3D: Scalable Image-to-3D Generation via 3D Latent Diffusion Transformer

#machinelearning #ai #beginners #datascience
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4 min read
MoRA: High-Rank Updating for Parameter-Efficient Fine-Tuning
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aimodels-fyi profile

MoRA: High-Rank Updating for Parameter-Efficient Fine-Tuning

#machinelearning #ai #beginners #datascience
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4 min read
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