<h1>Abu-Mostafa, Yaser</h1>
<h2>Monograph from <a href="https://data.caltech.edu">CaltechTHESIS advisor</a></h2>
<ul>
<li>Yurk, Dominic Jeffrey (2023) <a href="https://resolver.caltech.edu/CaltechTHESIS:06022023-215651797">Advancements in Hemodynamic Measurement: Arterial Resonance, Ultrasound, and Machine Learning</a>; <a href="https://doi.org/10.7907/q7j4-vj19">10.7907/q7j4-vj19</a></li>
<li>González Palacios, Carlos Roberto (2015) <a href="https://resolver.caltech.edu/CaltechTHESIS:05262015-094933189">Optimal Data Distributions in Machine Learning</a>; <a href="https://doi.org/10.7907/Z9DR2SD5">10.7907/Z9DR2SD5</a></li>
<li>Pratap, Amrit (2008) <a href="https://resolver.caltech.edu/CaltechETD:etd-05292008-231048">Adaptive Learning Algorithms and Data Cloning</a>; <a href="https://doi.org/10.7907/GV3D-AB69">10.7907/GV3D-AB69</a></li>
<li>Lin, Hsuan-Tien (2008) <a href="https://resolver.caltech.edu/CaltechETD:etd-05302008-143505">From Ordinal Ranking to Binary Classification</a>; <a href="https://doi.org/10.7907/7B0F-E145">10.7907/7B0F-E145</a></li>
<li>Li, Ling (2006) <a href="https://resolver.caltech.edu/CaltechETD:etd-04122006-114210">Data Complexity in Machine Learning and Novel Classification Algorithms</a>; <a href="https://doi.org/10.7907/EW2G-9986">10.7907/EW2G-9986</a></li>
<li>Lin, Hsuan-Tien (2005) <a href="https://resolver.caltech.edu/CaltechETD:etd-05262005-030549">Infinite Ensemble Learning with Support Vector Machines  </a>; <a href="https://doi.org/10.7907/E03R-EN93">10.7907/E03R-EN93</a></li>
<li>Pratap, Amrit (2004) <a href="https://resolver.caltech.edu/CaltechETD:etd-05272004-115820">Maximum Drawdown of a Brownian Motion and AlphaBoost: a Boosting Algorithm</a>; <a href="https://doi.org/10.7907/J2H0-XV66">10.7907/J2H0-XV66</a></li>
<li>Nicholson, Alexander Marshall (2002) <a href="https://resolver.caltech.edu/CaltechETD:etd-09062005-083717">Generalization Error Estimates and Training Data Valuation</a>; <a href="https://doi.org/10.7907/1H16-VX81">10.7907/1H16-VX81</a></li>
<li>Roweis, Sam T. (1999) <a href="https://resolver.caltech.edu/CaltechETD:etd-02272008-093303">Data driven production models for speech processing</a>; <a href="https://doi.org/10.7907/DP55-8897">10.7907/DP55-8897</a></li>
<li>Song, Xubo (1999) <a href="https://resolver.caltech.edu/CaltechETD:etd-09222005-111015">Contextual pattern recognition with applications to biomedical image identification</a>; <a href="https://doi.org/10.7907/F5YK-HM52">10.7907/F5YK-HM52</a></li>
<li>Sill, Joseph (1998) <a href="https://resolver.caltech.edu/CaltechETD:etd-09222005-110351">Monotonicity and connectedness in learning systems</a>; <a href="https://doi.org/10.7907/GQWN-1H71">10.7907/GQWN-1H71</a></li>
<li>Magdon-Ismail, Malik (1998) <a href="https://resolver.caltech.edu/CaltechETD:etd-09232005-143548">Supervised learning in probabilistic environments</a>; <a href="https://doi.org/10.7907/6Y8S-4442">10.7907/6Y8S-4442</a></li>
<li>Çataltepe, Zehra Kök (1998) <a href="https://resolver.caltech.edu/CaltechETD:etd-10042005-104636">Incorporating Input Information into Learning and Augmented Objective Functions</a>; <a href="https://doi.org/10.7907/82JV-3D67">10.7907/82JV-3D67</a></li>
<li>Çataltepe, Zehra Kök (1994) <a href="https://resolver.caltech.edu/CaltechTHESIS:03272012-100501462">The Scheduling Problem in Learning from Hints</a>; <a href="https://doi.org/10.7907/3zvq-w228">10.7907/3zvq-w228</a></li>
<li>Blanchard, Alan-Philippe (1993) <a href="https://resolver.caltech.edu/CaltechTHESIS:11122012-105407501">Sequence specific effects on the incorporation of dideoxynucleotides by a modified T7 polymerase</a>; <a href="https://doi.org/10.7907/9vz4-0e68">10.7907/9vz4-0e68</a></li>
<li>Fyfe, William John Andrew (1992) <a href="https://resolver.caltech.edu/CaltechETD:etd-07202007-075240">Invariance hints and the VC dimension</a>; <a href="https://doi.org/10.7907/ft2z-te28">10.7907/ft2z-te28</a></li>
<li>Schweizer, David Lawrence (1991) <a href="https://resolver.caltech.edu/CaltechETD:etd-07122007-092015">Combinatorial design of fault-tolerant communication structures, with applications to non-blocking switches</a>; <a href="https://doi.org/10.7907/92k2-w943">10.7907/92k2-w943</a></li>
<li>Atiya, Amir (1991) <a href="https://resolver.caltech.edu/CaltechETD:etd-09232005-083502">Learning algorithms for neural networks</a>; <a href="https://doi.org/10.7907/F46C-3V67">10.7907/F46C-3V67</a></li>
<li>Erlanson, Ruth A. (1991) <a href="https://resolver.caltech.edu/CaltechETD:etd-06252007-080630">Soft-decision decoding of a family of nonlinear codes using a neural network</a>; <a href="https://doi.org/10.7907/c855-aj24">10.7907/c855-aj24</a></li>
<li>Lutz, Jack Harold (1987) <a href="https://resolver.caltech.edu/CaltechTHESIS:03192012-101000956">Resource-Bounded Category and Measure in Exponential Complexity Classes</a>; <a href="https://doi.org/10.7907/dccw-3z56">10.7907/dccw-3z56</a></li>
<li>Schweizer, David Lawrence (1986) <a href="https://resolver.caltech.edu/CaltechTHESIS:04132012-090947715">Some Results on Kolmogorov-Chaitin Complexity</a>; <a href="https://doi.org/10.7907/50qm-c858">10.7907/50qm-c858</a></li>
</ul>