Abu-Mostafa, Yaser S.

Advisor — 20 thesises

• Pratap, Amrit — Adaptive Learning Algorithms and Data Cloning (2008, Dissertation (Ph.D.))
• Yurk, Dominic Jeffrey — Advancements in Hemodynamic Measurement: Arterial Resonance, Ultrasound, and Machine Learning (2023, Dissertation (Ph.D.))
• Schweizer, David Lawrence — Combinatorial design of fault-tolerant communication structures, with applications to non-blocking switches (1991, Dissertation (Ph.D.))
• Song, Xubo — Contextual pattern recognition with applications to biomedical image identification (1999, Dissertation (Ph.D.))
• Li, Ling — Data Complexity in Machine Learning and Novel Classification Algorithms (2006, Dissertation (Ph.D.))
• Roweis, Sam T. — Data driven production models for speech processing (1999, Dissertation (Ph.D.))
• Lin, Hsuan-Tien — From Ordinal Ranking to Binary Classification (2008, Dissertation (Ph.D.))
• Nicholson, Alexander Marshall — Generalization Error Estimates and Training Data Valuation (2002, Dissertation (Ph.D.))
• Çataltepe, Zehra Kök — Incorporating Input Information into Learning and Augmented Objective Functions (1998, Dissertation (Ph.D.))
• Lin, Hsuan-Tien — Infinite Ensemble Learning with Support Vector Machines (2005, Master's thesis)
• Fyfe, William John Andrew — Invariance hints and the VC dimension (1992, Dissertation (Ph.D.))
• Atiya, Amir — Learning algorithms for neural networks (1991, Dissertation (Ph.D.))
• Pratap, Amrit — Maximum Drawdown of a Brownian Motion and AlphaBoost: a Boosting Algorithm (2004, Master's thesis)
• Sill, Joseph — Monotonicity and connectedness in learning systems (1998, Dissertation (Ph.D.))
• González Palacios, Carlos Roberto — Optimal Data Distributions in Machine Learning (2015, Dissertation (Ph.D.))
• Lutz, Jack Harold — Resource-Bounded Category and Measure in Exponential Complexity Classes (1987, Dissertation (Ph.D.))
• Erlanson, Ruth A. — Soft-decision decoding of a family of nonlinear codes using a neural network (1991, Dissertation (Ph.D.))
• Schweizer, David Lawrence — Some Results on Kolmogorov-Chaitin Complexity (1986, Master's thesis)
• Magdon-Ismail, Malik — Supervised learning in probabilistic environments (1998, Dissertation (Ph.D.))
• Çataltepe, Zehra Kök — The Scheduling Problem in Learning from Hints (1994, Master's thesis)