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Data Science

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

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Hydragen: High-Throughput LLM Inference with Shared Prefixes

Hydragen: High-Throughput LLM Inference with Shared Prefixes

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4 min read
An Analysis of Quantile Temporal-Difference Learning

An Analysis of Quantile Temporal-Difference Learning

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4 min read
HMT: Hierarchical Memory Transformer for Long Context Language Processing
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HMT: Hierarchical Memory Transformer for Long Context Language Processing

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4 min read
Observational Scaling Laws and the Predictability of Language Model Performance
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Observational Scaling Laws and the Predictability of Language Model Performance

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4 min read
Zero-Shot Tokenizer Transfer

Zero-Shot Tokenizer Transfer

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4 min read
Special Characters Attack: Toward Scalable Training Data Extraction From Large Language Models

Special Characters Attack: Toward Scalable Training Data Extraction From Large Language Models

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4 min read
QServe: W4A8KV4 Quantization and System Co-design for Efficient LLM Serving

QServe: W4A8KV4 Quantization and System Co-design for Efficient LLM Serving

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4 min read
MOMENT: A Family of Open Time-series Foundation Models

MOMENT: A Family of Open Time-series Foundation Models

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4 min read
NASU -- Novel Actuating Screw Unit: Origami-inspired Screw-based Propulsion on Mobile Ground Robots

NASU -- Novel Actuating Screw Unit: Origami-inspired Screw-based Propulsion on Mobile Ground Robots

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4 min read
Unveiling the Potential: Harnessing Deep Metric Learning to Circumvent Video Streaming Encryption
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Unveiling the Potential: Harnessing Deep Metric Learning to Circumvent Video Streaming Encryption

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4 min read
Measuring A/B Test Impacts on Website Latency: Using Quantile Metrics in GrowthBook

Measuring A/B Test Impacts on Website Latency: Using Quantile Metrics in GrowthBook

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3 min read
MarkLLM: An Open-Source Toolkit for LLM Watermarking
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MarkLLM: An Open-Source Toolkit for LLM Watermarking

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5 min read
GDPR: Is it worth it? Perceptions of workers who have experienced its implementation

GDPR: Is it worth it? Perceptions of workers who have experienced its implementation

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4 min read
Sporthesia: Augmenting Sports Videos Using Natural Language

Sporthesia: Augmenting Sports Videos Using Natural Language

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4 min read
Distinguishing Tor From Other Encrypted Network Traffic Through Character Analysis
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Distinguishing Tor From Other Encrypted Network Traffic Through Character Analysis

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3 min read
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