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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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Cover image for OpenDiLoCo: An Open-Source Framework for Globally Distributed Low-Communication Training

Jul 12 '24

OpenDiLoCo: An Open-Source Framework for Globally Distributed Low-Communication Training

#machinelearning #ai #beginners #datascience

3 min read

Jul 12 '24

Abide by the Law and Follow the Flow: Conservation Laws for Gradient Flows

#machinelearning #ai #beginners #datascience

5 min read

Jul 12 '24

LoRA+: Efficient Low Rank Adaptation of Large Models

#machinelearning #ai #beginners #datascience

3 min read

Cover image for Mixture of A Million Experts

Jul 12 '24

Mixture of A Million Experts

#machinelearning #ai #beginners #datascience

3 min read

Jul 12 '24

Which algorithm to select in sports timetabling?

#machinelearning #ai #beginners #datascience

4 min read

Jul 12 '24

ScreenAI: A Vision-Language Model for UI and Infographics Understanding

#machinelearning #ai #beginners #datascience

4 min read

Cover image for Achieving Energetic Superiority Through System-Level Quantum Circuit Simulation

Jul 12 '24

Achieving Energetic Superiority Through System-Level Quantum Circuit Simulation

#machinelearning #ai #beginners #datascience

4 min read

Jul 12 '24

Volumetric Rendering with Baked Quadrature Fields

#machinelearning #ai #beginners #datascience

3 min read

Cover image for How do you know that? Teaching Generative Language Models to Reference Answers to Biomedical Questions

Jul 12 '24

How do you know that? Teaching Generative Language Models to Reference Answers to Biomedical Questions

#machinelearning #ai #beginners #datascience

4 min read

Cover image for Learning to (Learn at Test Time): RNNs with Expressive Hidden States

Jul 12 '24

Learning to (Learn at Test Time): RNNs with Expressive Hidden States

#machinelearning #ai #beginners #datascience

3 min read

Cover image for ColPali: Efficient Document Retrieval with Vision Language Models

Jul 12 '24

ColPali: Efficient Document Retrieval with Vision Language Models

#machinelearning #ai #beginners #datascience

4 min read

Cover image for Reasoning in Large Language Models: A Geometric Perspective

Jul 12 '24

Reasoning in Large Language Models: A Geometric Perspective

#machinelearning #ai #beginners #datascience

5 min read

Cover image for When Benchmarks are Targets: Revealing the Sensitivity of Large Language Model Leaderboards

Jul 12 '24

When Benchmarks are Targets: Revealing the Sensitivity of Large Language Model Leaderboards

#machinelearning #ai #beginners #datascience

4 min read

Jul 12 '24

SpikeGPT: Generative Pre-trained Language Model with Spiking Neural Networks

#machinelearning #ai #beginners #datascience

4 min read

Cover image for Exploring the Latest LLMs for Leaderboard Extraction

Jul 12 '24

Exploring the Latest LLMs for Leaderboard Extraction

#machinelearning #ai #beginners #datascience

4 min read

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