Abu-Mostafa, Yaser

Monograph from CaltechTHESIS advisor

• Yurk, Dominic Jeffrey (2023) Advancements in Hemodynamic Measurement: Arterial Resonance, Ultrasound, and Machine Learning; 10.7907/q7j4-vj19
• González Palacios, Carlos Roberto (2015) Optimal Data Distributions in Machine Learning; 10.7907/Z9DR2SD5
• Pratap, Amrit (2008) Adaptive Learning Algorithms and Data Cloning; 10.7907/GV3D-AB69
• Lin, Hsuan-Tien (2008) From Ordinal Ranking to Binary Classification; 10.7907/7B0F-E145
• Li, Ling (2006) Data Complexity in Machine Learning and Novel Classification Algorithms; 10.7907/EW2G-9986
• Lin, Hsuan-Tien (2005) Infinite Ensemble Learning with Support Vector Machines ; 10.7907/E03R-EN93
• Pratap, Amrit (2004) Maximum Drawdown of a Brownian Motion and AlphaBoost: a Boosting Algorithm; 10.7907/J2H0-XV66
• Nicholson, Alexander Marshall (2002) Generalization Error Estimates and Training Data Valuation; 10.7907/1H16-VX81
• Song, Xubo (1999) Contextual pattern recognition with applications to biomedical image identification; 10.7907/F5YK-HM52
• Roweis, Sam T. (1999) Data driven production models for speech processing; 10.7907/DP55-8897
• Magdon-Ismail, Malik (1998) Supervised learning in probabilistic environments; 10.7907/6Y8S-4442
• Çataltepe, Zehra Kök (1998) Incorporating Input Information into Learning and Augmented Objective Functions; 10.7907/82JV-3D67
• Sill, Joseph (1998) Monotonicity and connectedness in learning systems; 10.7907/GQWN-1H71
• Çataltepe, Zehra Kök (1994) The Scheduling Problem in Learning from Hints; 10.7907/3zvq-w228
• Blanchard, Alan-Philippe (1993) Sequence specific effects on the incorporation of dideoxynucleotides by a modified T7 polymerase; 10.7907/9vz4-0e68
• Fyfe, William John Andrew (1992) Invariance hints and the VC dimension; 10.7907/ft2z-te28
• Erlanson, Ruth A. (1991) Soft-decision decoding of a family of nonlinear codes using a neural network; 10.7907/c855-aj24
• Atiya, Amir (1991) Learning algorithms for neural networks; 10.7907/F46C-3V67
• Schweizer, David Lawrence (1991) Combinatorial design of fault-tolerant communication structures, with applications to non-blocking switches; 10.7907/92k2-w943
• Lutz, Jack Harold (1987) Resource-Bounded Category and Measure in Exponential Complexity Classes; 10.7907/dccw-3z56
• Schweizer, David Lawrence (1986) Some Results on Kolmogorov-Chaitin Complexity; 10.7907/50qm-c858