CrosswordMint
Arcane Algorithms and Neural Alchemy
Challenging puzzle for experienced crossword solvers
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Across
  • 1. Learning via trial’s reward and punishment, shaping autonomous agents
  • 2. Technique reducing model complexity by shedding superfluous weights
  • 6. Mathematical operation extracting spatial hierarchies from images
  • 7. Memory-gated recurrent unit solving long-range dependency woes
  • 10. Model type conjuring data from learned distributions, often adversarially
  • 12. Learning guided by labeled oracles, the teacher-student paradigm
  • 13. Algorithm fine-tuning loss landscapes toward minima, gradient-guided
  • 16. Mapping high-dimensional symbolic data onto lower, dense vectors
Down
  • 3. Abstract machines embodying computation in formal language theory
  • 4. Method of error reversal enabling deep learning's gradient mastery
  • 5. Hardware mimicking brain’s architecture for efficient AI processing
  • 8. Memoryless stochastic process, where next depends only on present
  • 9. Hierarchical data structure branching with strict dual offspring
  • 11. Complete training cycles over dataset epochs, patience required
  • 14. Attention-based architecture revolutionizing sequence processing
  • 15. Single-layer pioneer mimicking neural activation, foundational to AI's dawn
  • 17. Structured knowledge framework defining entities and their relations
  • 18. Vectorizes semantics with skip-gram or CBOW, lexical alchemy

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