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Data Science

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

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Generative AI Beyond LLMs: System Implications of Multi-Modal Generation
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Generative AI Beyond LLMs: System Implications of Multi-Modal Generation

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3 min read
A Simple and Effective Pruning Approach for Large Language Models
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A Simple and Effective Pruning Approach for Large Language Models

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3 min read
SAR image matching algorithm based on multi-class features

SAR image matching algorithm based on multi-class features

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4 min read
PopulAtion Parameter Averaging (PAPA)

PopulAtion Parameter Averaging (PAPA)

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3 min read
Porting HPC Applications to AMD Instinct$^text{TM}$ MI300A Using Unified Memory and OpenMP

Porting HPC Applications to AMD Instinct$^text{TM}$ MI300A Using Unified Memory and OpenMP

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4 min read
FLAME: Factuality-Aware Alignment for Large Language Models

FLAME: Factuality-Aware Alignment for Large Language Models

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4 min read
Circuit Component Reuse Across Tasks in Transformer Language Models
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Circuit Component Reuse Across Tasks in Transformer Language Models

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4 min read
Scalable Bayesian Inference in the Era of Deep Learning: From Gaussian Processes to Deep Neural Networks

Scalable Bayesian Inference in the Era of Deep Learning: From Gaussian Processes to Deep Neural Networks

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4 min read
🗺️ Neo4J #GraphSummits as data!
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🗺️ Neo4J #GraphSummits as data!

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1 min read
R-Tuning: Instructing Large Language Models to Say `I Don't Know'

R-Tuning: Instructing Large Language Models to Say `I Don't Know'

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4 min read
ChainForge: A Visual Toolkit for Prompt Engineering and LLM Hypothesis Testing

ChainForge: A Visual Toolkit for Prompt Engineering and LLM Hypothesis Testing

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4 min read
Accelerating ETL Processes for Timely Business Intelligence
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Accelerating ETL Processes for Timely Business Intelligence

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4 min read
FurniScene: A Large-scale 3D Room Dataset with Intricate Furnishing Scenes
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FurniScene: A Large-scale 3D Room Dataset with Intricate Furnishing Scenes

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4 min read
FMGS: Foundation Model Embedded 3D Gaussian Splatting for Holistic 3D Scene Understanding
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FMGS: Foundation Model Embedded 3D Gaussian Splatting for Holistic 3D Scene Understanding

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4 min read
A typical Machine learning workflow

A typical Machine learning workflow

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1 min read
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