Paper

  • Data-Efficient Augmentation for Training Neural Networks

    Neural Information Processing Systems Foundation, Inc. (NeurIPS)

    Data-Efficient Augmentation for Training Neural Networks

    Tian Yu Liu, Baharan Mirzasoleiman p5124-5136 from Advances in Neural Information Processing Systems 35
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  • Data-Efficient Learning with Neural Programs

    Neural Information Processing Systems Foundation, Inc. (NeurIPS)

    Data-Efficient Learning with Neural Programs

    Alaia Solko-Breslin, Seewon Choi, Ziyang Li, Neelay Velingker, Rajeev Alur, Mayur Naik, Eric Wong p14666-14689 from Advances in Neural Information Processing Systems 37
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  • Data-Efficient Operator Learning via Unsupervised Pretraining and In-Context Learning

    Neural Information Processing Systems Foundation, Inc. (NeurIPS)

    Data-Efficient Operator Learning via Unsupervised Pretraining and In-Context Learning

    Wuyang Chen, Jialin Song, Pu Ren, Shashank Subramanian, Dmitriy Morozov, Michael Mahoney p6213-6245 from Advances in Neural Information Processing Systems 37
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  • Data-Efficient Pipeline for Offline Reinforcement Learning with Limited Data

    Neural Information Processing Systems Foundation, Inc. (NeurIPS)

    Data-Efficient Pipeline for Offline Reinforcement Learning with Limited Data

    Allen Nie, Yannis Flet-Berliac, Deon Jordan, William Steenbergen, Emma Brunskill p14810-14823 from Advances in Neural Information Processing Systems 35
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  • Data-Efficient Structured Pruning Via Submodular Optimization

    Neural Information Processing Systems Foundation, Inc. (NeurIPS)

    Data-Efficient Structured Pruning Via Submodular Optimization

    Marwa El Halabi, Suraj Srinivas, Simon Lacoste-Julien p36613-36626 from Advances in Neural Information Processing Systems 35
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  • Data-faithful Feature Attribution: Mitigating Unobservable Confounders via Instrumental Variables

    Neural Information Processing Systems Foundation, Inc. (NeurIPS)

    Data-faithful Feature Attribution: Mitigating Unobservable Confounders via Instrumental Variables

    Qiheng Sun, Haocheng Xia, Jinfei Liu p44935-44964 from Advances in Neural Information Processing Systems 37
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  • Data-Informed Geometric Space Selection

    Neural Information Processing Systems Foundation, Inc. (NeurIPS)

    Data-Informed Geometric Space Selection

    Shuai Zhang, Wenqi Jiang p23224-23236 from Advances in Neural Information Processing Systems 36
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  • Data-IQ: Characterizing Subgroups with Heterogeneous Outcomes in Tabular Data

    Neural Information Processing Systems Foundation, Inc. (NeurIPS)

    Data-IQ: Characterizing Subgroups with Heterogeneous Outcomes in Tabular Data

    Nabeel Seedat, Jonathan Crabbé, Ioana Bica, Mihaela Van Der Schaar p23660-23674 from Advances in Neural Information Processing Systems 35
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  • DataComp-LM: In search of the next generation of training sets for language models

    Neural Information Processing Systems Foundation, Inc. (NeurIPS)

    DataComp-LM: In search of the next generation of training sets for language models

    Jeffrey Li, Alex Fang, Georgios Smyrnis, Maor Ivgi, Matt Jordan, Samir Gadre, Hritik Bansal, Etash Guha, Sedrick Keh, Kushal Arora, Saurabh Garg, Rui Xin, Niklas Muennighoff, Reinhard Heckel, Jean Mercat, Mayee Chen, Suchin Gururangan, et al. p14200-14282 from Advances in Neural Information Processing Systems 37
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  • DataComp: In search of the next generation of multimodal datasets

    Neural Information Processing Systems Foundation, Inc. (NeurIPS)

    DataComp: In search of the next generation of multimodal datasets

    Samir Yitzhak Gadre, Gabriel Ilharco, Alex Fang, Jonathan Hayase, Georgios Smyrnis, Thao Nguyen, Ryan Marten, Mitchell Wortsman, Dhruba Ghosh, Jieyu Zhang, Eyal Orgad, Rahim Entezari, Giannis Daras, Sarah Pratt, Vivek Ramanujan, et al. p27092-27112 from Advances in Neural Information Processing Systems 36
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  • DataMUX: Data Multiplexing for Neural Networks

    Neural Information Processing Systems Foundation, Inc. (NeurIPS)

    DataMUX: Data Multiplexing for Neural Networks

    Vishvak Murahari, Carlos Jimenez, Runzhe Yang, Karthik Narasimhan p17515-17527 from Advances in Neural Information Processing Systems 35
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  • DataPerf: Benchmarks for Data-Centric AI Development

    Neural Information Processing Systems Foundation, Inc. (NeurIPS)

    DataPerf: Benchmarks for Data-Centric AI Development

    Mark Mazumder, Colby Banbury, Xiaozhe Yao, Bojan Karlaš, William Gaviria Rojas, Sudnya Diamos, Greg Diamos, Lynn He, Alicia Parrish, Hannah Rose Kirk, Jessica Quaye, Charvi Rastogi, Douwe Kiela, David Jurado, David Kanter, et al. p5320-5347 from Advances in Neural Information Processing Systems 36
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