Top Machine Learning Papers of 2024

HyperFast: Instant tabular data classification via task-specific neural networks, reducing computational requirements.

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EasyRL4Rec: User-friendly framework for RL-based Recommender Systems with modular components.

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ZLaP: Enhances zero-shot classification of Vision Language Models through label propagation.

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Infini-attention: Scales Transformer-based LLMs for infinitely long inputs with compressive memory integration.

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AutoCodeRover: Automates GitHub issue resolution using LLMs, reducing manual effort in program maintenance.

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Top Machine Learning Papers of 2024

HyperFast: Instant tabular data classification via task-specific neural networks, reducing computational requirements.

EasyRL4Rec: User-friendly framework for RL-based Recommender Systems with modular components.

ZLaP: Enhances zero-shot classification of Vision Language Models through label propagation.

Infini-attention: Scales Transformer-based LLMs for infinitely long inputs with compressive memory integration.

AutoCodeRover: Automates GitHub issue resolution using LLMs, reducing manual effort in program maintenance.

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