conftrace_

anchor explanation

3 papers

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black-box model (2) tf-idf vectorization (1) parameterized complexity (1) fixed-parameter tractable (1) signal temporal logic (1) neural network (1) model-agnostic explanation (1) anchor method (1) partial derivative (1) model explanation (1)

Papers

Temporal Logic Explanations for Dynamic Decision Systems Using Anchors and Monte Carlo Tree Search (Abstract Reprint) AAAI 2024 A Sea of Words: An In-Depth Analysis of Anchors for Text Data AISTATS 2023 The Parameterized Complexity of Finding Concise Local Explanations IJCAI 2023