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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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Jun 7 '24

LLMs cannot find reasoning errors, but can correct them given the error location

#machinelearning #ai #beginners #datascience

5 min read

Jun 7 '24

GaLore: Memory-Efficient LLM Training by Gradient Low-Rank Projection

#machinelearning #ai #beginners #datascience

4 min read

Jun 7 '24

Deep Learning for Camera Calibration and Beyond: A Survey

#machinelearning #ai #beginners #datascience

4 min read

Jun 7 '24

The Geometry of Categorical and Hierarchical Concepts in Large Language Models

#machinelearning #ai #beginners #datascience

4 min read

Jun 7 '24

Can LLMs Separate Instructions From Data? And What Do We Even Mean By That?

#machinelearning #ai #beginners #datascience

4 min read

Jun 7 '24

CompanyKG: A Large-Scale Heterogeneous Graph for Company Similarity Quantification

#machinelearning #ai #beginners #datascience

3 min read

Jun 7 '24

Contrastive Learning and Mixture of Experts Enables Precise Vector Embeddings

#machinelearning #ai #beginners #datascience

4 min read

Jun 7 '24

LiveCodeBench: Holistic and Contamination Free Evaluation of Large Language Models for Code

#machinelearning #ai #beginners #datascience

4 min read

Jun 7 '24

Alice in Wonderland: Simple Tasks Showing Complete Reasoning Breakdown in State-Of-the-Art Large Language Models

#machinelearning #ai #beginners #datascience

5 min read

Jun 7 '24

REBUS: A Robust Evaluation Benchmark of Understanding Symbols

#machinelearning #ai #beginners #datascience

4 min read

Jun 7 '24

Implementing Reinforcement Learning Datacenter Congestion Control in NVIDIA NICs

#machinelearning #ai #beginners #datascience

3 min read

Jun 7 '24

ChatDev: Communicative Agents for Software Development

#machinelearning #ai #beginners #datascience

3 min read

Jun 7 '24

Evaluating Quantized Large Language Models

#machinelearning #ai #beginners #datascience

5 min read

Jun 7 '24

Examining the robustness of LLM evaluation to the distributional assumptions of benchmarks

#machinelearning #ai #beginners #datascience

4 min read

Jun 7 '24

Empirical influence functions to understand the logic of fine-tuning

#machinelearning #ai #beginners #datascience

5 min read

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