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Machine Learning

A branch of artificial intelligence (AI) and computer science which focuses on the use of data and algorithms to imitate the way that humans learn, gradually improving its accuracy.

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Apr 16 '24

Large Language Models as Optimizers

#machinelearning #ai #beginners #datascience

4 min read

Apr 16 '24

Recommender Systems in the Era of Large Language Models (LLMs)

#machinelearning #ai #beginners #datascience

4 min read

Apr 16 '24

Manipulating Large Language Models to Increase Product Visibility

#machinelearning #ai #beginners #datascience

4 min read

Apr 16 '24

Dataset Reset Policy Optimization for RLHF

#machinelearning #ai #beginners #datascience

4 min read

Apr 16 '24

Tiny Titans: Can Smaller Large Language Models Punch Above Their Weight in the Real World for Meeting Summarization?

#machinelearning #ai #beginners #datascience

4 min read

Apr 16 '24

Why do small language models underperform? Studying Language Model Saturation via the Softmax Bottleneck

#machinelearning #ai #beginners #datascience

4 min read

Apr 16 '24

H2O-Danube-1.8B Technical Report

#machinelearning #ai #beginners #datascience

4 min read

Apr 16 '24

BooookScore: A systematic exploration of book-length summarization in the era of LLMs

#machinelearning #ai #beginners #datascience

4 min read

Apr 16 '24

Tied-Lora: Enhancing parameter efficiency of LoRA with weight tying

#machinelearning #ai #beginners #datascience

4 min read

Apr 16 '24

The Curse of Recursion: Training on Generated Data Makes Models Forget

#machinelearning #ai #beginners #datascience

4 min read

Apr 16 '24

SCott: Accelerating Diffusion Models with Stochastic Consistency Distillation

#machinelearning #ai #beginners #datascience

4 min read

Apr 16 '24

Megalodon: Efficient LLM Pretraining and Inference with Unlimited Context Length

#machinelearning #ai #beginners #datascience

4 min read

Shaheryar

Mar 14 '24

Tools Every Data Scientist Should Know

#datascience #python #machinelearning #bigdata

2 min read

Apr 16 '24

CHOPS: CHat with custOmer Profile Systems for Customer Service with LLMs

#machinelearning #ai #beginners #datascience

3 min read

Apr 16 '24

ResearchAgent: Iterative Research Idea Generation over Scientific Literature with Large Language Models

#machinelearning #ai #beginners #datascience

4 min read

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