@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:20190702-150156265, 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" } @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" } @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: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: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: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" } @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" } @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" } @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: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" } @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" }