Neural Information Processing Systems Foundation, Inc. (NeurIPS)

  • Coneheads: Hierarchy Aware Attention

    Neural Information Processing Systems Foundation, Inc. (NeurIPS)

    Coneheads: Hierarchy Aware Attention

    Albert Tseng, Tao Yu, Toni Liu, Christopher De Sa p51421-51433 from Advances in Neural Information Processing Systems 36
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  • Confidence Calibration of Classifiers with Many Classes

    Neural Information Processing Systems Foundation, Inc. (NeurIPS)

    Confidence Calibration of Classifiers with Many Classes

    Adrien Le Coz, Stéphane Herbin, Faouzi Adjed p77686-77725 from Advances in Neural Information Processing Systems 37
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  • Confidence Regulation Neurons in Language Models

    Neural Information Processing Systems Foundation, Inc. (NeurIPS)

    Confidence Regulation Neurons in Language Models

    Alessandro Stolfo, Ben Wu, Wes Gurnee, Yonatan Belinkov, Xingyi Song, Mrinmaya Sachan, Neel Nanda p125019-125049 from Advances in Neural Information Processing Systems 37
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  • Confidence-Aware With Prototype Alignment for Partial Multi-label Learning

    Neural Information Processing Systems Foundation, Inc. (NeurIPS)

    Confidence-Aware With Prototype Alignment for Partial Multi-label Learning

    Weijun Lv, Yu Chen, Xiaozhao Fang, Xuhuan Zhu, Jie Wen, Guoxu Zhou, Sixian Chan p188665-188684 from Advances in Neural Information Processing Systems 38
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  • Confidence-Based Reliable Learning Under Dual Noises

    Neural Information Processing Systems Foundation, Inc. (NeurIPS)

    Confidence-Based Reliable Learning Under Dual Noises

    Peng Cui, Yang Yue, Zhijie Deng, Jun Zhu p35116-35129 from Advances in Neural Information Processing Systems 35
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  • Confident Adaptive Language Modeling

    Neural Information Processing Systems Foundation, Inc. (NeurIPS)

    Confident Adaptive Language Modeling

    Tal Schuster, Adam Fisch, Jai Gupta, Mostafa Dehghani, Dara Bahri, Vinh Tran, Yi Tay, Donald Metzler p17456-17472 from Advances in Neural Information Processing Systems 35
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  • Confident Approximate Policy Iteration for Efficient Local Planning in q(pi)-Realizable MDPs

    Neural Information Processing Systems Foundation, Inc. (NeurIPS)

    Confident Approximate Policy Iteration for Efficient Local Planning in q(pi)-Realizable MDPs

    Gellért Weisz, András György, Tadashi Kozuno, Csaba Szepesvari p25547-25559 from Advances in Neural Information Processing Systems 35
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  • Confident Natural Policy Gradient for Local Planning in $q_\pi$-realizable Constrained MDPs

    Neural Information Processing Systems Foundation, Inc. (NeurIPS)

    Confident Natural Policy Gradient for Local Planning in $q_\pi$-realizable Constrained MDPs

    Tian Tian, Lin Yang, Csaba Szepesvári p76139-76176 from Advances in Neural Information Processing Systems 37
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  • ConfLab: A Data Collection Concept, Dataset, and Benchmark for Machine Analysis of Free-Standing Social Interactions in the Wild

    Neural Information Processing Systems Foundation, Inc. (NeurIPS)

    ConfLab: A Data Collection Concept, Dataset, and Benchmark for Machine Analysis of Free-Standing Social Interactions in the Wild

    Chirag Raman, Jose Vargas Quiros, Stephanie Tan, Ashraful Islam, Ekin Gedik, Hayley Hung p23701-23715 from Advances in Neural Information Processing Systems 35
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  • Conflict-Aware Knowledge Editing in the Wild: Semantic-Augmented Graph Representation for Unstructured Text

    Neural Information Processing Systems Foundation, Inc. (NeurIPS)

    Conflict-Aware Knowledge Editing in the Wild: Semantic-Augmented Graph Representation for Unstructured Text

    Zhange Zhang, Zhicheng Geng, Yuqing Ma, Tianbo Wang, Kai Lv, Xianglong Liu p176442-176467 from Advances in Neural Information Processing Systems 38
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  • Conformal Alignment: Knowing When to Trust Foundation Models with Guarantees

    Neural Information Processing Systems Foundation, Inc. (NeurIPS)

    Conformal Alignment: Knowing When to Trust Foundation Models with Guarantees

    Yu Gui, Ying Jin, Zhimei Ren p73884-73919 from Advances in Neural Information Processing Systems 37
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  • Conformal Arbitrage: Risk-Controlled Balancing of Competing Objectives in Language Models

    Neural Information Processing Systems Foundation, Inc. (NeurIPS)

    Conformal Arbitrage: Risk-Controlled Balancing of Competing Objectives in Language Models

    William Overman, Mohsen Bayati p78334-78366 from Advances in Neural Information Processing Systems 38
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  • Conformal Classification with Equalized Coverage for Adaptively Selected Groups

    Neural Information Processing Systems Foundation, Inc. (NeurIPS)

    Conformal Classification with Equalized Coverage for Adaptively Selected Groups

    Yanfei Zhou, Matteo Sesia p108760-108823 from Advances in Neural Information Processing Systems 37
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  • Conformal Frequency Estimation with Sketched Data

    Neural Information Processing Systems Foundation, Inc. (NeurIPS)

    Conformal Frequency Estimation with Sketched Data

    Matteo Sesia, Stefano Favaro p6589-6602 from Advances in Neural Information Processing Systems 35
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  • Conformal Inference under High-Dimensional Covariate Shifts via Likelihood-Ratio Regularization

    Neural Information Processing Systems Foundation, Inc. (NeurIPS)

    Conformal Inference under High-Dimensional Covariate Shifts via Likelihood-Ratio Regularization

    Sunay Joshi, Shayan Kiyani, George J. Pappas, Edgar Dobriban, Hamed Hassani p18115-18156 from Advances in Neural Information Processing Systems 38
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  • Conformal Information Pursuit for Interactively Guiding Large Language Models

    Neural Information Processing Systems Foundation, Inc. (NeurIPS)

    Conformal Information Pursuit for Interactively Guiding Large Language Models

    Kwan Ho Ryan Chan, Yuyan Ge, Edgar Dobriban, Hamed Hassani, Rene Vidal p100312-100361 from Advances in Neural Information Processing Systems 38
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  • Conformal Inverse Optimization

    Neural Information Processing Systems Foundation, Inc. (NeurIPS)

    Conformal Inverse Optimization

    Bo Lin, Erick Delage, Timothy Chan p63534-63564 from Advances in Neural Information Processing Systems 37
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  • Conformal Linguistic Calibration: Trading-off between Factuality and Specificity

    Neural Information Processing Systems Foundation, Inc. (NeurIPS)

    Conformal Linguistic Calibration: Trading-off between Factuality and Specificity

    Zhengping Jiang, Anqi Liu, Ben Van Durme p144394-144423 from Advances in Neural Information Processing Systems 38
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  • Conformal Meta-learners for Predictive Inference of Individual Treatment Effects

    Neural Information Processing Systems Foundation, Inc. (NeurIPS)

    Conformal Meta-learners for Predictive Inference of Individual Treatment Effects

    Ahmed Alaa, Zaid Ahmad, Mark Van Der Laan p47682-47703 from Advances in Neural Information Processing Systems 36
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  • Conformal Mixed-Integer Constraint Learning with Feasibility Guarantees

    Neural Information Processing Systems Foundation, Inc. (NeurIPS)

    Conformal Mixed-Integer Constraint Learning with Feasibility Guarantees

    Daniel Ovalle, Lorenz Biegler, Ignacio Grossmann, Carl Laird, Mateo Dulce Rubio p89193-89229 from Advances in Neural Information Processing Systems 38
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  • Conformal Off-Policy Prediction in Contextual Bandits

    Neural Information Processing Systems Foundation, Inc. (NeurIPS)

    Conformal Off-Policy Prediction in Contextual Bandits

    Muhammad Faaiz Taufiq, Jean-Francois Ton, Rob Cornish, Yee Whye Teh, Arnaud Doucet p31512-31524 from Advances in Neural Information Processing Systems 35
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  • Conformal Online Learning of Deep Koopman Linear Embeddings

    Neural Information Processing Systems Foundation, Inc. (NeurIPS)

    Conformal Online Learning of Deep Koopman Linear Embeddings

    Ben Gao, Jordan Patracone, Stephane Chretien, Olivier Alata p93066-93091 from Advances in Neural Information Processing Systems 38
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  • Conformal PID Control for Time Series Prediction

    Neural Information Processing Systems Foundation, Inc. (NeurIPS)

    Conformal PID Control for Time Series Prediction

    Anastasios Angelopoulos, Emmanuel Candes, Ryan Tibshirani p23047-23074 from Advances in Neural Information Processing Systems 36
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  • Conformal Prediction Beyond the Horizon: Distribution-Free Inference for Policy Evaluation

    Neural Information Processing Systems Foundation, Inc. (NeurIPS)

    Conformal Prediction Beyond the Horizon: Distribution-Free Inference for Policy Evaluation

    Feichen Gan, Lu Youcun, Yingying Zhang, Yukun Liu p156315-156330 from Advances in Neural Information Processing Systems 38
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