@article{https://resolver.caltech.edu/CaltechAUTHORS:20211105-194210514,
    title = "The United States COVID-19 Forecast Hub dataset",
    journal = "Scientific Data",
    year = "2022",
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20211105-194210514",
    id = "record",
    issn = "2052-4463",
    doi = "10.1038/s41597-022-01517-w",
    volume = "9",
    pmcid = "PMC8236414"
}


@other{https://resolver.caltech.edu/CaltechAUTHORS:20210212-100829452,
    title = "County-Specific, Real-Time Projection of the Effect of Business Closures on the COVID-19 Pandemic",
    year = "2021",
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20210212-100829452",
    id = "record",
    doi = "10.1101/2021.02.10.21251533"
}


@article{https://resolver.caltech.edu/CaltechAUTHORS:20141218-110007751,
    title = "Mismatched Training and Test Distributions Can Outperform Matched Ones",
    journal = "Neural Computation",
    year = "2015",
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20141218-110007751",
    id = "record",
    issn = "0899-7667",
    doi = "10.1162/NECO\_a\_00697",
    volume = "27"
}


@article{https://resolver.caltech.edu/CaltechAUTHORS:20120627-141125402,
    title = "Machines that Think for Themselves",
    journal = "Scientific American",
    year = "2012",
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20120627-141125402",
    id = "record",
    issn = "0036-8733",
    doi = "10.1038/scientificamerican0712-78",
    volume = "307"
}


@other{https://resolver.caltech.edu/CaltechCSTR:2006.004,
    title = "Data complexity in machine learning",
    year = "2006",
    url = "https://resolver.caltech.edu/CaltechCSTR:2006.004",
    id = "record",
    doi = "10.7907/Z9319SW2"
}


@inbook{https://resolver.caltech.edu/CaltechAUTHORS:ANGcvpr05,
    title = "Conference on Computer Vision and Pattern Recognition (CVPR '05),San Diego, CA, 20-25 June 2005",
    chapter = "Pruning training sets for learning of object categories",
    year = "2005",
    url = "https://resolver.caltech.edu/CaltechAUTHORS:ANGcvpr05",
    id = "record",
    isbn = "0-7695-2372-2",
    doi = "10.1109/CVPR.2005.283"
}


@inbook{https://resolver.caltech.edu/CaltechAUTHORS:20190702-142717858,
    title = "Knowledge Discovery in Databases: PKDD 2005",
    chapter = "Improving Generalization by Data Categorization",
    year = "2005",
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20190702-142717858",
    id = "record",
    isbn = "978-3-540-29244-9",
    doi = "10.1007/11564126\_19"
}


@article{https://resolver.caltech.edu/CaltechAUTHORS:20190702-144335632,
    title = "Learning and Measuring Specialization in Collaborative Swarm Systems",
    journal = "Adaptive Behavior",
    year = "2004",
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20190702-144335632",
    id = "record",
    issn = "1059-7123",
    doi = "10.1177/105971230401200306",
    volume = "12"
}


@other{https://resolver.caltech.edu/CaltechCSTR:2004.002,
    title = "The Bin Model",
    year = "2004",
    url = "https://resolver.caltech.edu/CaltechCSTR:2004.002",
    id = "record",
    doi = "10.7907/Z9222RR7"
}


@article{https://resolver.caltech.edu/CaltechAUTHORS:20190702-143758047,
    title = "On the Maximum Drawdown of a Brownian Motion",
    journal = "Journal of Applied Probability",
    year = "2004",
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20190702-143758047",
    id = "record",
    issn = "0021-9002",
    doi = "10.1239/jap/1077134674",
    volume = "41"
}


@inbook{https://resolver.caltech.edu/CaltechAUTHORS:MAGcife03,
    title = "IEEE International Conference on Computational Intelligence for Financial Engineering (CIFE '03)",
    chapter = "The maximum drawdown of the Brownian motion",
    year = "2003",
    url = "https://resolver.caltech.edu/CaltechAUTHORS:MAGcife03",
    id = "record",
    isbn = "0780376544",
    doi = "10.1109/CIFER.2003.1196267"
}


@other{https://resolver.caltech.edu/CaltechCSTR:2003.007,
    title = "CGBoost: Conjugate Gradient in Function Space",
    year = "2003",
    url = "https://resolver.caltech.edu/CaltechCSTR:2003.007",
    id = "record",
    doi = "10.7907/yryfk-z8a36"
}


@inbook{https://resolver.caltech.edu/CaltechAUTHORS:20190702-152246968,
    title = "Intelligent Data Engineering and Automated Learning - IDEAL 2002",
    chapter = "The Multilevel Classification Problem and a Monotonicity Hint",
    year = "2002",
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20190702-152246968",
    id = "record",
    isbn = "9783540440253",
    doi = "10.1007/3-540-45675-9\_61"
}


@inbook{https://resolver.caltech.edu/CaltechAUTHORS:20190702-150156265,
    title = "Intelligent Data Engineering and Automated Learning - IDEAL 2002",
    chapter = "Emergent Specialization in Swarm Systems",
    year = "2002",
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20190702-150156265",
    id = "record",
    isbn = "978-3-540-44025-3",
    doi = "10.1007/3-540-45675-9\_43"
}


@article{https://resolver.caltech.edu/CaltechAUTHORS:ABUieeetnn01b,
    title = "Financial model calibration using consistency hints",
    journal = "IEEE Transactions on Neural Networks",
    year = "2001",
    url = "https://resolver.caltech.edu/CaltechAUTHORS:ABUieeetnn01b",
    id = "record",
    issn = "1045-9227",
    doi = "10.1109/72.935092",
    volume = "12"
}


@article{https://resolver.caltech.edu/CaltechAUTHORS:ABUieeetnn01a,
    title = "Introduction to the special issue on neural networks in financial engineering",
    journal = "IEEE Transactions on Neural Networks",
    year = "2001",
    url = "https://resolver.caltech.edu/CaltechAUTHORS:ABUieeetnn01a",
    id = "record",
    issn = "1045-9227",
    doi = "10.1109/TNN.2001.935079",
    volume = "12"
}


@article{https://resolver.caltech.edu/CaltechAUTHORS:20190702-153115049,
    title = "Minimizing memory loss in learning a new environment",
    journal = "Neurocomputing",
    year = "2001",
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20190702-153115049",
    id = "record",
    issn = "0925-2312",
    doi = "10.1016/s0925-2312(01)00400-3",
    volume = "38-40"
}


@other{https://resolver.caltech.edu/CaltechCSTR:1998.cs-tr-98-02,
    title = "No Free Lunch for Early Stopping",
    year = "2001",
    url = "https://resolver.caltech.edu/CaltechCSTR:1998.cs-tr-98-02",
    id = "record",
    doi = "10.7907/Z9B8565P"
}


@article{https://resolver.caltech.edu/CaltechAUTHORS:20190710-133740050,
    title = "Maximal codeword lengths in Huffman codes",
    journal = "Computers and Mathematics with Applications",
    year = "2000",
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20190710-133740050",
    id = "record",
    issn = "0898-1221",
    doi = "10.1016/S0898-1221(00)00119-X",
    volume = "39"
}


@inbook{https://resolver.caltech.edu/CaltechAUTHORS:20160229-163056107,
    title = "Advances in Neural Information Processing Systems 12 (NIPS 1999)",
    chapter = "Image Recognition in Context: Application to Microscopic Urinalysis",
    year = "2000",
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20160229-163056107",
    id = "record",
    isbn = "0-262-19450-3"
}


@article{https://resolver.caltech.edu/CaltechAUTHORS:20111201-140641206,
    title = "No Free Lunch for Early Stopping",
    journal = "Neural Computation",
    year = "1999",
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20111201-140641206",
    id = "record",
    issn = "0899-7667",
    doi = "10.1162/089976699300016557",
    volume = "11"
}


@article{https://resolver.caltech.edu/CaltechAUTHORS:MAGprocieee98,
    title = "Financial markets: very noisy information processing",
    journal = "Proceedings of the IEEE",
    year = "1998",
    url = "https://resolver.caltech.edu/CaltechAUTHORS:MAGprocieee98",
    id = "record",
    issn = "0018-9219",
    doi = "10.1109/5.726786",
    volume = "86"
}


@article{https://resolver.caltech.edu/CaltechAUTHORS:20170408-150548267,
    title = "Validation of volatility models",
    journal = "Journal of Forecasting",
    year = "1998",
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20170408-150548267",
    id = "record",
    issn = "0277-6693",
    doi = "10.1002/(SICI)1099-131X(1998090)17:5/6<349::AID-FOR701>3.0.CO;2-X",
    volume = "17"
}


@inbook{https://resolver.caltech.edu/CaltechAUTHORS:20160224-143921726,
    title = "Advances in Neural Information Processing Systems 10 (NIPS 1997)",
    chapter = "Incorporating Contextual Information in White Blood Cell Identification",
    year = "1998",
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20160224-143921726",
    id = "record",
    isbn = "0-262-10076-2"
}


@inbook{https://resolver.caltech.edu/CaltechAUTHORS:20160223-161511946,
    title = "Advances in Neural Information Processing Systems 9 (NIPS 1996)",
    chapter = "Monotonicity Hints",
    year = "1997",
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20160223-161511946",
    id = "record",
    isbn = "0-262-10065-7"
}


@inbook{https://resolver.caltech.edu/CaltechAUTHORS:20190710-141334973,
    title = "Intelligent Methods in Signal Processing and Communications",
    chapter = "Monotonicity: Theory and Implementation",
    year = "1997",
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20190710-141334973",
    id = "record",
    isbn = "978-1-4612-7383-7",
    doi = "10.1007/978-1-4612-2018-3\_6"
}


@article{https://resolver.caltech.edu/CaltechAUTHORS:20190628-091500494,
    title = "Introduction to financial forecasting",
    journal = "Applied Intelligence",
    year = "1996",
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20190628-091500494",
    id = "record",
    issn = "0924-669X",
    doi = "10.1007/bf00126626",
    volume = "6"
}


@article{https://resolver.caltech.edu/CaltechAUTHORS:ABUnc95,
    title = "Hints",
    journal = "Neural Computation",
    year = "1995",
    url = "https://resolver.caltech.edu/CaltechAUTHORS:ABUnc95",
    id = "record",
    issn = "0899-7667",
    doi = "10.1162/neco.1995.7.4.639",
    volume = "7"
}


@inbook{https://resolver.caltech.edu/CaltechAUTHORS:20150305-151907939,
    title = "Advances in Neural Information Processing Systems 7",
    chapter = "Financial Applications of Learning from Hints",
    year = "1995",
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20150305-151907939",
    id = "record",
    isbn = "0-262-20104-6"
}


@inbook{https://resolver.caltech.edu/CaltechAUTHORS:ABUijcnn93,
    title = "Proceedings of 1993 International Joint Conference on Neural Networks",
    chapter = "An algorithm for learning from hints",
    year = "1993",
    url = "https://resolver.caltech.edu/CaltechAUTHORS:ABUijcnn93",
    id = "record",
    isbn = "0-7803-1422-0",
    doi = "10.1109/IJCNN.1993.716969"
}


@article{https://resolver.caltech.edu/CaltechAUTHORS:ABUnc93,
    title = "Hints and the VC Dimension",
    journal = "Neural Computation",
    year = "1993",
    url = "https://resolver.caltech.edu/CaltechAUTHORS:ABUnc93",
    id = "record",
    issn = "0899-7667",
    doi = "10.1162/neco.1993.5.2.278",
    volume = "5"
}


@article{https://resolver.caltech.edu/CaltechAUTHORS:ATIieeetnn93,
    title = "An analog feedback associative memory",
    journal = "IEEE Transactions on Neural Networks",
    year = "1993",
    url = "https://resolver.caltech.edu/CaltechAUTHORS:ATIieeetnn93",
    id = "record",
    issn = "1045-9227",
    doi = "10.1109/72.182701",
    volume = "4"
}


@inbook{https://resolver.caltech.edu/CaltechAUTHORS:20160128-163222557,
    title = "Advances in Neural Information Processing Systems 5 (NIPS 1992)",
    chapter = "A Method for Learning from Hints",
    year = "1993",
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20160128-163222557",
    id = "record",
    isbn = "1-55860-274-7"
}


@inbook{https://resolver.caltech.edu/CaltechAUTHORS:20160119-162724779,
    title = "Advances in Neural Information Processing Systems 3",
    chapter = "Analog Neural Networks as Decoders",
    year = "1991",
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20160119-162724779",
    id = "record",
    isbn = "1-55860-184-8"
}


@inbook{https://resolver.caltech.edu/CaltechAUTHORS:20160107-161548455,
    title = "Advances in Neural Information Processing Systems 2 (NIPS 1989)",
    chapter = "A Method for the Associative Storage of Analog Vectors",
    year = "1990",
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20160107-161548455",
    id = "record",
    isbn = "1-55860-100-7"
}


@article{https://resolver.caltech.edu/CaltechAUTHORS:ABUieeecm89,
    title = "Information theory, complexity and neural networks",
    journal = "IEEE Communications Magazine",
    year = "1989",
    url = "https://resolver.caltech.edu/CaltechAUTHORS:ABUieeecm89",
    id = "record",
    issn = "0163-6804",
    doi = "10.1109/35.41397",
    volume = "27"
}


@article{https://resolver.caltech.edu/CaltechAUTHORS:ABUnc89,
    title = "The Vapnik-Chervonenkis Dimension: Information versus Complexity in Learning",
    journal = "Neural Computation",
    year = "1989",
    url = "https://resolver.caltech.edu/CaltechAUTHORS:ABUnc89",
    id = "record",
    issn = "0899-7667",
    doi = "10.1162/neco.1989.1.3.312",
    volume = "1"
}


@inbook{https://resolver.caltech.edu/CaltechAUTHORS:20160107-160213913,
    title = "Advances in Neural Information Processing Systems 1 (NIPS 1988)",
    chapter = "On the K-Winners-Take-All Network",
    year = "1989",
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20160107-160213913",
    id = "record",
    isbn = "1-558-60015-9"
}


@article{https://resolver.caltech.edu/CaltechAUTHORS:OLAieeetpami88,
    title = "The capacity of multilevel threshold functions",
    journal = "IEEE Transactions on Pattern Analysis and Machine Intelligence",
    year = "1988",
    url = "https://resolver.caltech.edu/CaltechAUTHORS:OLAieeetpami88",
    id = "record",
    issn = "0162-8828",
    doi = "10.1109/34.3890",
    volume = "10"
}


@inbook{https://resolver.caltech.edu/CaltechAUTHORS:20160107-155110636,
    title = "Neural Information Processing Systems",
    chapter = "Connectivity Versus Entropy",
    year = "1988",
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20160107-155110636",
    id = "record",
    isbn = "0883185695"
}


@article{https://resolver.caltech.edu/CaltechAUTHORS:20190710-142228887,
    title = "Optical Neural Computers",
    journal = "Scientific American",
    year = "1987",
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20190710-142228887",
    id = "record",
    issn = "0036-8733",
    volume = "256"
}


@article{https://resolver.caltech.edu/CaltechAUTHORS:ABUieeetc87,
    title = "On the Time-Bandwidth Proof in VLSI Complexity",
    journal = "IEEE Transactions on Computers",
    year = "1987",
    url = "https://resolver.caltech.edu/CaltechAUTHORS:ABUieeetc87",
    id = "record",
    issn = "0018-9340",
    doi = "10.1109/TC.1987.1676888",
    volume = "36"
}


@article{https://resolver.caltech.edu/CaltechAUTHORS:ABUieeetit86,
    title = "The complexity of information extraction",
    journal = "IEEE Transactions on Information Theory",
    year = "1986",
    url = "https://resolver.caltech.edu/CaltechAUTHORS:ABUieeetit86",
    id = "record",
    issn = "0018-9448",
    volume = "32"
}


@article{https://resolver.caltech.edu/CaltechAUTHORS:ABUieeetit85,
    title = "Information capacity of the Hopfield model",
    journal = "IEEE Transactions on Information Theory",
    year = "1985",
    url = "https://resolver.caltech.edu/CaltechAUTHORS:ABUieeetit85",
    id = "record",
    issn = "0018-9448",
    doi = "10.1109/TIT.1985.1057069",
    volume = "31"
}


@other{https://resolver.caltech.edu/CaltechCSTR:1985.5205-tr-85,
    title = "Two Theorems on Time Bounded Kolmogrov-Chaitin Complexity",
    year = "1985",
    url = "https://resolver.caltech.edu/CaltechCSTR:1985.5205-tr-85",
    id = "record",
    doi = "10.7907/130cy-kxs54"
}


@article{https://resolver.caltech.edu/CaltechAUTHORS:20190702-135608926,
    title = "Image Normalization by Complex Moments",
    journal = "IEEE Transactions on Pattern Analysis and Machine Intelligence",
    year = "1985",
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20190702-135608926",
    id = "record",
    issn = "0162-8828",
    doi = "10.1109/tpami.1985.4767617",
    volume = "7"
}


@article{https://resolver.caltech.edu/CaltechAUTHORS:20190702-142428282,
    title = "Recognitive Aspects of Moment Invariants",
    journal = "IEEE Transactions on Pattern Analysis and Machine Intelligence",
    year = "1984",
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20190702-142428282",
    id = "record",
    issn = "0162-8828",
    doi = "10.1109/tpami.1984.4767594",
    volume = "6"
}


@article{https://resolver.caltech.edu/CaltechAUTHORS:20190710-151636497,
    title = "A Differentiation Test for Absolute Convergence",
    journal = "Mathematics Magazine",
    year = "1984",
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20190710-151636497",
    id = "record",
    issn = "0025-570X",
    doi = "10.2307/2689682",
    volume = "57"
}