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Data Science

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

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The Psychosocial Impacts of Generative AI Harms

The Psychosocial Impacts of Generative AI Harms

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4 min read
Popular data science libraries

Popular data science libraries

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9 min read
TrustScore: Reference-Free Evaluation of LLM Response Trustworthiness
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TrustScore: Reference-Free Evaluation of LLM Response Trustworthiness

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3 min read
Agent Hospital: A Simulacrum of Hospital with Evolvable Medical Agents
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Agent Hospital: A Simulacrum of Hospital with Evolvable Medical Agents

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4 min read
How to Visualize LiDAR Data
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How to Visualize LiDAR Data

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1 min read
AlphaMath Almost Zero: process Supervision without process
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AlphaMath Almost Zero: process Supervision without process

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4 min read
Automating Data Processes for Efficiency and Accuracy
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Automating Data Processes for Efficiency and Accuracy

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5 min read
What to use parquet or CSV?
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What to use parquet or CSV?

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3 min read
SequenceMatch: Imitation Learning for Autoregressive Sequence Modelling with Backtracking

SequenceMatch: Imitation Learning for Autoregressive Sequence Modelling with Backtracking

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4 min read
Beyond Memorization: Violating Privacy Via Inference with Large Language Models

Beyond Memorization: Violating Privacy Via Inference with Large Language Models

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3 min read
Outlier Weighed Layerwise Sparsity (OWL): A Missing Secret Sauce for Pruning LLMs to High Sparsity
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Outlier Weighed Layerwise Sparsity (OWL): A Missing Secret Sauce for Pruning LLMs to High Sparsity

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4 min read
Poisoning Web-Scale Training Datasets is Practical

Poisoning Web-Scale Training Datasets is Practical

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3 min read
Prompt Design and Engineering: Introduction and Advanced Methods
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Prompt Design and Engineering: Introduction and Advanced Methods

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4 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
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
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