@other{https://thesis.library.caltech.edu/id/eprint/16066, authors = "Yurk, Dominic Jeffrey", title = "Advancements in Hemodynamic Measurement: Arterial Resonance, Ultrasound, and Machine Learning", year = "2023", url = "https://resolver.caltech.edu/CaltechTHESIS:06022023-215651797", id = "https://thesis.library.caltech.edu/id/eprint/16066", doi = "10.7907/q7j4-vj19" } @other{https://thesis.library.caltech.edu/id/eprint/8888, authors = "González Palacios, Carlos Roberto", title = "Optimal Data Distributions in Machine Learning", year = "2015", url = "https://resolver.caltech.edu/CaltechTHESIS:05262015-094933189", id = "https://thesis.library.caltech.edu/id/eprint/8888", doi = "10.7907/Z9DR2SD5" } @other{https://thesis.library.caltech.edu/id/eprint/2321, authors = "Lin, Hsuan-Tien", title = "From Ordinal Ranking to Binary Classification", year = "2008", url = "https://resolver.caltech.edu/CaltechETD:etd-05302008-143505", id = "https://thesis.library.caltech.edu/id/eprint/2321", doi = "10.7907/7B0F-E145" } @other{https://thesis.library.caltech.edu/id/eprint/2267, authors = "Pratap, Amrit", title = "Adaptive Learning Algorithms and Data Cloning", year = "2008", url = "https://resolver.caltech.edu/CaltechETD:etd-05292008-231048", id = "https://thesis.library.caltech.edu/id/eprint/2267", doi = "10.7907/GV3D-AB69" } @other{https://thesis.library.caltech.edu/id/eprint/1361, authors = "Li, Ling", title = "Data Complexity in Machine Learning and Novel Classification Algorithms", year = "2006", url = "https://resolver.caltech.edu/CaltechETD:etd-04122006-114210", id = "https://thesis.library.caltech.edu/id/eprint/1361", doi = "10.7907/EW2G-9986" } @other{https://thesis.library.caltech.edu/id/eprint/2087, authors = "Lin, Hsuan-Tien", title = "Infinite Ensemble Learning with Support Vector Machines ", year = "2005", url = "https://resolver.caltech.edu/CaltechETD:etd-05262005-030549", id = "https://thesis.library.caltech.edu/id/eprint/2087", doi = "10.7907/E03R-EN93" } @other{https://thesis.library.caltech.edu/id/eprint/2132, authors = "Pratap, Amrit", title = "Maximum Drawdown of a Brownian Motion and AlphaBoost: a Boosting Algorithm", year = "2004", url = "https://resolver.caltech.edu/CaltechETD:etd-05272004-115820", id = "https://thesis.library.caltech.edu/id/eprint/2132", doi = "10.7907/J2H0-XV66" } @other{https://thesis.library.caltech.edu/id/eprint/3347, authors = "Nicholson, Alexander Marshall", title = "Generalization Error Estimates and Training Data Valuation", year = "2002", url = "https://resolver.caltech.edu/CaltechETD:etd-09062005-083717", id = "https://thesis.library.caltech.edu/id/eprint/3347", doi = "10.7907/1H16-VX81" } @other{https://thesis.library.caltech.edu/id/eprint/3690, authors = "Song, Xubo", title = "Contextual pattern recognition with applications to biomedical image identification", year = "1999", url = "https://resolver.caltech.edu/CaltechETD:etd-09222005-111015", id = "https://thesis.library.caltech.edu/id/eprint/3690", doi = "10.7907/F5YK-HM52" } @other{https://thesis.library.caltech.edu/id/eprint/786, authors = "Roweis, Sam T.", title = "Data driven production models for speech processing", year = "1999", url = "https://resolver.caltech.edu/CaltechETD:etd-02272008-093303", id = "https://thesis.library.caltech.edu/id/eprint/786", doi = "10.7907/DP55-8897" } @other{https://thesis.library.caltech.edu/id/eprint/3913, authors = "Çataltepe, Zehra Kök", title = "Incorporating Input Information into Learning and Augmented Objective Functions", year = "1998", url = "https://resolver.caltech.edu/CaltechETD:etd-10042005-104636", id = "https://thesis.library.caltech.edu/id/eprint/3913", doi = "10.7907/82JV-3D67" } @other{https://thesis.library.caltech.edu/id/eprint/3728, authors = "Magdon-Ismail, Malik", title = "Supervised learning in probabilistic environments", year = "1998", url = "https://resolver.caltech.edu/CaltechETD:etd-09232005-143548", id = "https://thesis.library.caltech.edu/id/eprint/3728", doi = "10.7907/6Y8S-4442" } @other{https://thesis.library.caltech.edu/id/eprint/3689, authors = "Sill, Joseph", title = "Monotonicity and connectedness in learning systems", year = "1998", url = "https://resolver.caltech.edu/CaltechETD:etd-09222005-110351", id = "https://thesis.library.caltech.edu/id/eprint/3689", doi = "10.7907/GQWN-1H71" } @other{https://thesis.library.caltech.edu/id/eprint/6874, authors = "Çataltepe, Zehra Kök", title = "The Scheduling Problem in Learning from Hints", year = "1994", url = "https://resolver.caltech.edu/CaltechTHESIS:03272012-100501462", id = "https://thesis.library.caltech.edu/id/eprint/6874", doi = "10.7907/3zvq-w228" } @other{https://thesis.library.caltech.edu/id/eprint/7265, authors = "Blanchard, Alan-Philippe", title = "Sequence specific effects on the incorporation of dideoxynucleotides by a modified T7 polymerase", year = "1993", url = "https://resolver.caltech.edu/CaltechTHESIS:11122012-105407501", id = "https://thesis.library.caltech.edu/id/eprint/7265", doi = "10.7907/9vz4-0e68" } @other{https://thesis.library.caltech.edu/id/eprint/2950, authors = "Fyfe, William John Andrew", title = "Invariance hints and the VC dimension", year = "1992", url = "https://resolver.caltech.edu/CaltechETD:etd-07202007-075240", id = "https://thesis.library.caltech.edu/id/eprint/2950", doi = "10.7907/ft2z-te28" } @other{https://thesis.library.caltech.edu/id/eprint/2859, authors = "Schweizer, David Lawrence", title = "Combinatorial design of fault-tolerant communication structures, with applications to non-blocking switches", year = "1991", url = "https://resolver.caltech.edu/CaltechETD:etd-07122007-092015", id = "https://thesis.library.caltech.edu/id/eprint/2859", doi = "10.7907/92k2-w943" } @other{https://thesis.library.caltech.edu/id/eprint/3725, authors = "Atiya, Amir", title = "Learning algorithms for neural networks", year = "1991", url = "https://resolver.caltech.edu/CaltechETD:etd-09232005-083502", id = "https://thesis.library.caltech.edu/id/eprint/3725", doi = "10.7907/F46C-3V67" } @other{https://thesis.library.caltech.edu/id/eprint/2731, authors = "Erlanson, Ruth A.", title = "Soft-decision decoding of a family of nonlinear codes using a neural network", year = "1991", url = "https://resolver.caltech.edu/CaltechETD:etd-06252007-080630", id = "https://thesis.library.caltech.edu/id/eprint/2731", doi = "10.7907/c855-aj24" } @other{https://thesis.library.caltech.edu/id/eprint/6854, authors = "Lutz, Jack Harold", title = "Resource-Bounded Category and Measure in Exponential Complexity Classes", year = "1987", url = "https://resolver.caltech.edu/CaltechTHESIS:03192012-101000956", id = "https://thesis.library.caltech.edu/id/eprint/6854", doi = "10.7907/dccw-3z56" } @other{https://thesis.library.caltech.edu/id/eprint/6930, authors = "Schweizer, David Lawrence", title = "Some Results on Kolmogorov-Chaitin Complexity", year = "1986", url = "https://resolver.caltech.edu/CaltechTHESIS:04132012-090947715", id = "https://thesis.library.caltech.edu/id/eprint/6930", doi = "10.7907/50qm-c858" }