conftrace_

algorithm learning

6 papers

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Co-occurring keywords

recurrent neural network (1790) problem scaling (1) implicit neural network (17) iterative algorithm (41) curriculum training (12) problem solving (51) transformer model (1996) neural network (6616) graph traversal (14) recurrent solver (1)

Papers

On Logical Extrapolation for Mazes with Recurrent and Implicit Networks AAAI 2026
NeuralSolver: Learning Algorithms For Consistent and Efficient Extrapolation Across General Tasks NIPS 2024
Towards a Framework for Learning of Algorithms: The Case of Learned Comparison Sorts IJCAI 2024
Rethinking Deep Thinking: Stable Learning of Algorithms using Lipschitz Constraints NIPS 2024
Transformers as Algorithms: Generalization and Stability in In-context Learning ICML 2023
Learning Simple Algorithms from Examples ICML 2016