conftrace_

differentiable learning

8 papers

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Co-occurring keywords

neural network (6616) representation learning (6206) tangent kernels (1) statistical query (50) gradient descent (1144) differentiable programming (102) noise tolerance (21) distributionally robust optimization (185) noise-tolerant learning (13) bayesian network (378)

Papers

Learning Reliable Logical Rules with SATNet NIPS 2023
REFER: An End-to-end Rationale Extraction Framework for Explanation Regularization EMNLP 2023
A Noise-Tolerant Differentiable Learning Approach for Single Occurrence Regular Expression with Interleaving AAAI 2023
Explainable Question Answering based on Semantic Graph by Global Differentiable Learning and Dynamic Adaptive Reasoning EMNLP 2022
Quantifying the Benefit of Using Differentiable Learning over Tangent Kernels ICML 2021
On the Power of Differentiable Learning versus PAC and SQ Learning NIPS 2021
AP-Perf: Incorporating Generic Performance Metrics in Differentiable Learning AISTATS 2020
Differentiable TAN Structure Learning for Bayesian Network Classifiers PGM 2020