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Data Science

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

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CodeUpdateArena: Benchmarking Knowledge Editing on API Updates

CodeUpdateArena: Benchmarking Knowledge Editing on API Updates

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4 min read
Transformer Layers as Painters
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Transformer Layers as Painters

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3 min read
SpreadsheetLLM: Encoding Spreadsheets for Large Language Models
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SpreadsheetLLM: Encoding Spreadsheets for Large Language Models

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4 min read
Towards Enhancing Coherence in Extractive Summarization: Dataset and Experiments with LLMs
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Towards Enhancing Coherence in Extractive Summarization: Dataset and Experiments with LLMs

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3 min read
UNSAT Solver Synthesis via Monte Carlo Forest Search

UNSAT Solver Synthesis via Monte Carlo Forest Search

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5 min read
Human-in-the-Loop Visual Re-ID for Population Size Estimation
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Human-in-the-Loop Visual Re-ID for Population Size Estimation

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4 min read
Beyond Euclid: An Illustrated Guide to Modern Machine Learning with Geometric, Topological, and Algebraic Structures
Cover image for Beyond Euclid: An Illustrated Guide to Modern Machine Learning with Geometric, Topological, and Algebraic Structures

Beyond Euclid: An Illustrated Guide to Modern Machine Learning with Geometric, Topological, and Algebraic Structures

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5 min read
WildGaussians: 3D Gaussian Splatting in the Wild
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WildGaussians: 3D Gaussian Splatting in the Wild

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4 min read
TurboTLS: TLS connection establishment with 1 less round trip

TurboTLS: TLS connection establishment with 1 less round trip

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5 min read
Adapting Large Language Models via Reading Comprehension

Adapting Large Language Models via Reading Comprehension

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4 min read
Feature Engineering in ML

Feature Engineering in ML

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3 min read
Can ChatGPT Pass a Theory of Computing Course?
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Can ChatGPT Pass a Theory of Computing Course?

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4 min read
SparQ Attention: Bandwidth-Efficient LLM Inference
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SparQ Attention: Bandwidth-Efficient LLM Inference

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4 min read
Agent Attention: On the Integration of Softmax and Linear Attention
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Agent Attention: On the Integration of Softmax and Linear Attention

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4 min read
Solving the SQL Murder Mystery: A Step-by-Step Guide
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Solving the SQL Murder Mystery: A Step-by-Step Guide

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4 min read
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