Browse by Advisor

2023

Yurk, Dominic Jeffrey (2023) Advancements in Hemodynamic Measurement: Arterial Resonance, Ultrasound, and Machine Learning. Dissertation (Ph.D.), California Institute of Technology. doi:10.7907/q7j4-vj19. https://resolver.caltech.edu/CaltechTHESIS:06022023-215651797

2015

González Palacios, Carlos Roberto (2015) Optimal Data Distributions in Machine Learning. Dissertation (Ph.D.), California Institute of Technology. doi:10.7907/Z9DR2SD5. https://resolver.caltech.edu/CaltechTHESIS:05262015-094933189

2008

Lin, Hsuan-Tien (2008) From Ordinal Ranking to Binary Classification. Dissertation (Ph.D.), California Institute of Technology. doi:10.7907/7B0F-E145. https://resolver.caltech.edu/CaltechETD:etd-05302008-143505

Pratap, Amrit (2008) Adaptive Learning Algorithms and Data Cloning. Dissertation (Ph.D.), California Institute of Technology. doi:10.7907/GV3D-AB69. https://resolver.caltech.edu/CaltechETD:etd-05292008-231048

2006

Li, Ling (2006) Data Complexity in Machine Learning and Novel Classification Algorithms. Dissertation (Ph.D.), California Institute of Technology. doi:10.7907/EW2G-9986. https://resolver.caltech.edu/CaltechETD:etd-04122006-114210

2005

Lin, Hsuan-Tien (2005) Infinite Ensemble Learning with Support Vector Machines. Master's thesis, California Institute of Technology. doi:10.7907/E03R-EN93. https://resolver.caltech.edu/CaltechETD:etd-05262005-030549

2004

Pratap, Amrit (2004) Maximum Drawdown of a Brownian Motion and AlphaBoost: a Boosting Algorithm. Master's thesis, California Institute of Technology. doi:10.7907/J2H0-XV66. https://resolver.caltech.edu/CaltechETD:etd-05272004-115820

2002

Nicholson, Alexander Marshall (2002) Generalization Error Estimates and Training Data Valuation. Dissertation (Ph.D.), California Institute of Technology. doi:10.7907/1H16-VX81. https://resolver.caltech.edu/CaltechETD:etd-09062005-083717

1999

Roweis, Sam T. (1999) Data driven production models for speech processing. Dissertation (Ph.D.), California Institute of Technology. doi:10.7907/DP55-8897. https://resolver.caltech.edu/CaltechETD:etd-02272008-093303

Song, Xubo (1999) Contextual pattern recognition with applications to biomedical image identification. Dissertation (Ph.D.), California Institute of Technology. doi:10.7907/F5YK-HM52. https://resolver.caltech.edu/CaltechETD:etd-09222005-111015

1998

Magdon-Ismail, Malik (1998) Supervised learning in probabilistic environments. Dissertation (Ph.D.), California Institute of Technology. doi:10.7907/6Y8S-4442. https://resolver.caltech.edu/CaltechETD:etd-09232005-143548

Sill, Joseph (1998) Monotonicity and connectedness in learning systems. Dissertation (Ph.D.), California Institute of Technology. doi:10.7907/GQWN-1H71. https://resolver.caltech.edu/CaltechETD:etd-09222005-110351

Çataltepe, Zehra Kök (1998) Incorporating Input Information into Learning and Augmented Objective Functions. Dissertation (Ph.D.), California Institute of Technology. doi:10.7907/82JV-3D67. https://resolver.caltech.edu/CaltechETD:etd-10042005-104636

1994

Çataltepe, Zehra Kök (1994) The Scheduling Problem in Learning from Hints. Master's thesis, California Institute of Technology. doi:10.7907/3zvq-w228. https://resolver.caltech.edu/CaltechTHESIS:03272012-100501462

1993

Blanchard, Alan-Philippe (1993) Sequence specific effects on the incorporation of dideoxynucleotides by a modified T7 polymerase. Dissertation (Ph.D.), California Institute of Technology. doi:10.7907/9vz4-0e68. https://resolver.caltech.edu/CaltechTHESIS:11122012-105407501

1992

Fyfe, William John Andrew (1992) Invariance hints and the VC dimension. Dissertation (Ph.D.), California Institute of Technology. doi:10.7907/ft2z-te28. https://resolver.caltech.edu/CaltechETD:etd-07202007-075240

1991

Atiya, Amir (1991) Learning algorithms for neural networks. Dissertation (Ph.D.), California Institute of Technology. doi:10.7907/F46C-3V67. https://resolver.caltech.edu/CaltechETD:etd-09232005-083502

Erlanson, Ruth A. (1991) Soft-decision decoding of a family of nonlinear codes using a neural network. Dissertation (Ph.D.), California Institute of Technology. doi:10.7907/c855-aj24. https://resolver.caltech.edu/CaltechETD:etd-06252007-080630

Schweizer, David Lawrence (1991) Combinatorial design of fault-tolerant communication structures, with applications to non-blocking switches. Dissertation (Ph.D.), California Institute of Technology. doi:10.7907/92k2-w943. https://resolver.caltech.edu/CaltechETD:etd-07122007-092015

1987

Lutz, Jack Harold (1987) Resource-Bounded Category and Measure in Exponential Complexity Classes. Dissertation (Ph.D.), California Institute of Technology. doi:10.7907/dccw-3z56. https://resolver.caltech.edu/CaltechTHESIS:03192012-101000956

1986

Schweizer, David Lawrence (1986) Some Results on Kolmogorov-Chaitin Complexity. Master's thesis, California Institute of Technology. doi:10.7907/50qm-c858. https://resolver.caltech.edu/CaltechTHESIS:04132012-090947715