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0 followers·2 articles

#LatentProgramNetworks

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#LatentProgramNetworks
Thomas Weitzel
Thomas Weitzel
emria.hashnode.dev·Feb 27, 2025
Feb 27, 2025

6: Training Strategy and Search Optimization

Introduction Training the Latent Program Network (LPN) effectively requires more than just learning a mapping from input-output examples to a latent space—it involves structuring the latent space, optimizing test-time search, and ensuring efficient g...

Discuss·2 reads
Deep Dive: Can Latent Program Networks Solve Abstract Reasoning?
Gradient-Based Optimization
Thomas Weitzel
Thomas Weitzel
emria.hashnode.dev·Feb 21, 2025
Feb 21, 2025

3: Induction vs. Transduction in Machine Learning

Introduction One of the fundamental questions in machine learning is how models generalize from observed data to unseen examples. In AI research, this is often framed in terms of induction vs. transduction—two distinct paradigms for learning and reas...

Discuss·7 reads
Deep Dive: Can Latent Program Networks Solve Abstract Reasoning?
arc-benchmark

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