Paper

  • InterpBench: Semi-Synthetic Transformers for Evaluating Mechanistic Interpretability Techniques

    Neural Information Processing Systems Foundation, Inc. (NeurIPS)

    InterpBench: Semi-Synthetic Transformers for Evaluating Mechanistic Interpretability Techniques

    Iván Arcuschin, Adrià Garriga-Alonso, Rohan Gupta, Thomas Kwa p92922-92951 from Advances in Neural Information Processing Systems 37
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  • Interpolating Item and User Fairness in Multi-Sided Recommendations

    Neural Information Processing Systems Foundation, Inc. (NeurIPS)

    Interpolating Item and User Fairness in Multi-Sided Recommendations

    Djallel Bouneffouf, Qinyi Chen, Negin Golrezaei, Jason Cheuk Nam Liang p50189-50229 from Advances in Neural Information Processing Systems 37
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  • Interpolation and Regularization for Causal Learning

    Neural Information Processing Systems Foundation, Inc. (NeurIPS)

    Interpolation and Regularization for Causal Learning

    Leena Chennuru Vankadara, Debarghya Ghoshdastidar, Ulrike Luxburg, Luca Rendsburg p36627-36639 from Advances in Neural Information Processing Systems 35
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  • Interpret Your Decision: Logical Reasoning Regularization for Generalization in Visual Classification

    Neural Information Processing Systems Foundation, Inc. (NeurIPS)

    Interpret Your Decision: Logical Reasoning Regularization for Generalization in Visual Classification

    Kaizhu Huang, Anh Nguyen, Zhaorui Tan, Qiufeng Wang, Xi Yang p18166-18204 from Advances in Neural Information Processing Systems 37
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  • Interpretability at Scale: Identifying Causal Mechanisms in Alpaca

    Neural Information Processing Systems Foundation, Inc. (NeurIPS)

    Interpretability at Scale: Identifying Causal Mechanisms in Alpaca

    Atticus Geiger, Noah Goodman, Thomas Icard, Christopher Potts, Zhengxuan Wu p78205-78226 from Advances in Neural Information Processing Systems 36
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  • Interpretable and Explainable Logical Policies via Neurally Guided Symbolic Abstraction

    Neural Information Processing Systems Foundation, Inc. (NeurIPS)

    Interpretable and Explainable Logical Policies via Neurally Guided Symbolic Abstraction

    Quentin Delfosse, Devendra Dhami, Kristian Kersting, Hikaru Shindo p50838-50858 from Advances in Neural Information Processing Systems 36
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  • Interpretable Concept Bottlenecks to Align Reinforcement Learning Agents

    Neural Information Processing Systems Foundation, Inc. (NeurIPS)

    Interpretable Concept Bottlenecks to Align Reinforcement Learning Agents

    Quentin Delfosse, Kristian Kersting, Mark Rothermel, Wolfgang Stammer, Sebastian Sztwiertnia p66826-66855 from Advances in Neural Information Processing Systems 37
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  • Interpretable Concept-Based Memory Reasoning

    Neural Information Processing Systems Foundation, Inc. (NeurIPS)

    Interpretable Concept-Based Memory Reasoning

    Pietro Barbiero, Gabriele Ciravegna, David Debot, Michelangelo Diligenti, Francesco Giannini, Giuseppe Marra p19254-19287 from Advances in Neural Information Processing Systems 37
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  • Interpretable Generalized Additive Models for Datasets with Missing Values

    Neural Information Processing Systems Foundation, Inc. (NeurIPS)

    Interpretable Generalized Additive Models for Datasets with Missing Values

    Jon Donnelly, Hayden McTavish, Cynthia Rudin, Margo Seltzer p11904-11945 from Advances in Neural Information Processing Systems 37
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  • Interpretable Graph Networks Formulate Universal Algebra Conjectures

    Neural Information Processing Systems Foundation, Inc. (NeurIPS)

    Interpretable Graph Networks Formulate Universal Algebra Conjectures

    Pietro Barbiero, Stefano Fioravanti, Francesco Giannini, Oguzhan Keskin, Pietro Lió, Alisia Lupidi, Lucie Charlotte Magister p13429-13447 from Advances in Neural Information Processing Systems 36
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  • Interpretable Image Classification with Adaptive Prototype-based Vision Transformers

    Neural Information Processing Systems Foundation, Inc. (NeurIPS)

    Interpretable Image Classification with Adaptive Prototype-based Vision Transformers

    Chaofan Chen, Jon Donnelly, Wenjun Liu, Chiyu Ma, Cynthia Rudin, Soroush Vosoughi p41447-41493 from Advances in Neural Information Processing Systems 37
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  • Interpretable Lightweight Transformer via Unrolling of Learned Graph Smoothness Priors

    Neural Information Processing Systems Foundation, Inc. (NeurIPS)

    Interpretable Lightweight Transformer via Unrolling of Learned Graph Smoothness Priors

    Gene Cheung, Philip Chou, Parham Eftekhar, Seyed Hosseini, Tam Thuc p6393-6416 from Advances in Neural Information Processing Systems 37
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