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Alex Towell6d ago • 3 min read
Reverse-Process Synthetic Data Generation for Math Reasoning
Training LLMs on mathematical reasoning by inverting easy-to-solve problems: generate derivatives, r...
#ai#machinelearning#mathematics#algebra
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Alex Towell6d ago • 2 min read
Language Calculus: An Algebraic Framework for LLM Composition
A mathematical framework that treats language models as algebraic objects with compositional structu...
#llm#algebra#composition#framework
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Alex Towell6d ago • 3 min read
Polynomials as Euclidean Domains
The same GCD algorithm works for integers and polynomials because both are Euclidean domains. One st...
#c#genericprogramming#algebra#polynomials
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Alex Towell6d ago • 2 min read
Algebraic Hashing: Composable Hash Functions Through XOR
A C++ library for composable hash functions using algebraic structure over XOR, with template metapr...
#cryptography#hashfunctions#algebra#c
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Alex Towell6d ago • 3 min read
algebraic.mle: MLEs as Algebraic Objects
An R package that treats MLEs as algebraic objects. They carry Fisher information, compose through i...
#r#statistics#maximumlikelihood#algebra
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