@other{https://resolver.caltech.edu/CaltechTHESIS:06022023-215651797, title = "Advancements in Hemodynamic Measurement: Arterial Resonance, Ultrasound, and Machine Learning", url = "https://resolver.caltech.edu/CaltechTHESIS:06022023-215651797", id = "record", doi = "10.7907/q7j4-vj19" } @other{https://resolver.caltech.edu/CaltechTHESIS:05262015-094933189, title = "Optimal Data Distributions in Machine Learning", url = "https://resolver.caltech.edu/CaltechTHESIS:05262015-094933189", id = "record", doi = "10.7907/Z9DR2SD5" } @other{https://resolver.caltech.edu/CaltechETD:etd-05302008-143505, title = "From Ordinal Ranking to Binary Classification", url = "https://resolver.caltech.edu/CaltechETD:etd-05302008-143505", id = "record", doi = "10.7907/7B0F-E145" } @other{https://resolver.caltech.edu/CaltechETD:etd-05292008-231048, title = "Adaptive Learning Algorithms and Data Cloning", url = "https://resolver.caltech.edu/CaltechETD:etd-05292008-231048", id = "record", doi = "10.7907/GV3D-AB69" } @other{https://resolver.caltech.edu/CaltechETD:etd-04122006-114210, title = "Data Complexity in Machine Learning and Novel Classification Algorithms", url = "https://resolver.caltech.edu/CaltechETD:etd-04122006-114210", id = "record", doi = "10.7907/EW2G-9986" } @other{https://resolver.caltech.edu/CaltechETD:etd-05262005-030549, title = "Infinite Ensemble Learning with Support Vector Machines ", url = "https://resolver.caltech.edu/CaltechETD:etd-05262005-030549", id = "record", doi = "10.7907/E03R-EN93" } @other{https://resolver.caltech.edu/CaltechETD:etd-05272004-115820, title = "Maximum Drawdown of a Brownian Motion and AlphaBoost: a Boosting Algorithm", url = "https://resolver.caltech.edu/CaltechETD:etd-05272004-115820", id = "record", doi = "10.7907/J2H0-XV66" } @other{https://resolver.caltech.edu/CaltechETD:etd-09062005-083717, title = "Generalization Error Estimates and Training Data Valuation", url = "https://resolver.caltech.edu/CaltechETD:etd-09062005-083717", id = "record", doi = "10.7907/1H16-VX81" } @other{https://resolver.caltech.edu/CaltechETD:etd-02272008-093303, title = "Data driven production models for speech processing", url = "https://resolver.caltech.edu/CaltechETD:etd-02272008-093303", id = "record", doi = "10.7907/DP55-8897" } @other{https://resolver.caltech.edu/CaltechETD:etd-09222005-111015, title = "Contextual pattern recognition with applications to biomedical image identification", url = "https://resolver.caltech.edu/CaltechETD:etd-09222005-111015", id = "record", doi = "10.7907/F5YK-HM52" } @other{https://resolver.caltech.edu/CaltechETD:etd-10042005-104636, title = "Incorporating Input Information into Learning and Augmented Objective Functions", url = "https://resolver.caltech.edu/CaltechETD:etd-10042005-104636", id = "record", doi = "10.7907/82JV-3D67" } @other{https://resolver.caltech.edu/CaltechETD:etd-09222005-110351, title = "Monotonicity and connectedness in learning systems", url = "https://resolver.caltech.edu/CaltechETD:etd-09222005-110351", id = "record", doi = "10.7907/GQWN-1H71" } @other{https://resolver.caltech.edu/CaltechETD:etd-09232005-143548, title = "Supervised learning in probabilistic environments", url = "https://resolver.caltech.edu/CaltechETD:etd-09232005-143548", id = "record", doi = "10.7907/6Y8S-4442" } @other{https://resolver.caltech.edu/CaltechTHESIS:03272012-100501462, title = "The Scheduling Problem in Learning from Hints", url = "https://resolver.caltech.edu/CaltechTHESIS:03272012-100501462", id = "record", doi = "10.7907/3zvq-w228" } @other{https://resolver.caltech.edu/CaltechTHESIS:11122012-105407501, title = "Sequence specific effects on the incorporation of dideoxynucleotides by a modified T7 polymerase", url = "https://resolver.caltech.edu/CaltechTHESIS:11122012-105407501", id = "record", doi = "10.7907/9vz4-0e68" } @other{https://resolver.caltech.edu/CaltechETD:etd-07202007-075240, title = "Invariance hints and the VC dimension", url = "https://resolver.caltech.edu/CaltechETD:etd-07202007-075240", id = "record", doi = "10.7907/ft2z-te28" } @other{https://resolver.caltech.edu/CaltechETD:etd-09232005-083502, title = "Learning algorithms for neural networks", url = "https://resolver.caltech.edu/CaltechETD:etd-09232005-083502", id = "record", doi = "10.7907/F46C-3V67" } @other{https://resolver.caltech.edu/CaltechETD:etd-07122007-092015, title = "Combinatorial design of fault-tolerant communication structures, with applications to non-blocking switches", url = "https://resolver.caltech.edu/CaltechETD:etd-07122007-092015", id = "record", doi = "10.7907/92k2-w943" } @other{https://resolver.caltech.edu/CaltechETD:etd-06252007-080630, title = "Soft-decision decoding of a family of nonlinear codes using a neural network", url = "https://resolver.caltech.edu/CaltechETD:etd-06252007-080630", id = "record", doi = "10.7907/c855-aj24" } @other{https://resolver.caltech.edu/CaltechTHESIS:03192012-101000956, title = "Resource-Bounded Category and Measure in Exponential Complexity Classes", url = "https://resolver.caltech.edu/CaltechTHESIS:03192012-101000956", id = "record", doi = "10.7907/dccw-3z56" } @other{https://resolver.caltech.edu/CaltechTHESIS:04132012-090947715, title = "Some Results on Kolmogorov-Chaitin Complexity", url = "https://resolver.caltech.edu/CaltechTHESIS:04132012-090947715", id = "record", doi = "10.7907/50qm-c858" }