Abu-Mostafa, Yaser S.

Committee Member — 138 thesises

• Mandell, Michael I. — A comparison of CDMA and frequency hopping in a cellular environment (1993, Dissertation (Ph.D.))
• Lee, Tak Kwan — A General Approach to Performance Analysis and Optimization of Asynchronous Circuits (1995, Dissertation (Ph.D.))
• Lin, Tzu-Mu — A Hierarchical Timing Simulation Model for Digital Integrated Circuits and Systems (1985, Dissertation (Ph.D.))
• Sivilotti, Paolo A. G. — A method for the specification, composition, and testing of distributed object systems (1998, Dissertation (Ph.D.))
• Majani, Eric Etienne — A Model for the Study of Very Noisy Channels, and Applications (1988, Dissertation (Ph.D.))
• Li, Peyyun Peggy — A Parallel Execution Model for Logic Programming (1986, Dissertation (Ph.D.))
• Song, Yang — A Probabilistic Approach to Human Motion Detection and Labeling (2003, Dissertation (Ph.D.))
• Massingill, Berna Linda — A structured approach to parallel programming (1998, Dissertation (Ph.D.))
• Martinez Estrada, Alfredo — A Treatise on Econometric Forecasting (2007, Dissertation (Ph.D.))
• Kirk, David B. — Accurate and Precise Computation Using Analog VLSI, with Applications to Computer Graphics and Neural Networks (1993, Dissertation (Ph.D.))
• Jiang, Hao — Adaptive Feature Selection in Pattern Recognition and Ultra-Wideband Radar Signal Analysis (2008, Dissertation (Ph.D.))
• Pratap, Amrit — Adaptive Learning Algorithms and Data Cloning (2008, Dissertation (Ph.D.))
• Zhao, Sinan — Advanced Monte Carlo Simulation and Machine Learning for Frequency Domain Optical Coherence Tomography (2016, Dissertation (Ph.D.))
• Yurk, Dominic Jeffrey — Advancements in Hemodynamic Measurement: Arterial Resonance, Ultrasound, and Machine Learning (2023, Dissertation (Ph.D.))
• Hall, David Christopher — Advancing a Machine's Visual Awareness of People (2017, Dissertation (Ph.D.))
• Steele, Craig Stanley — Affinity : a Concurrent Programming System for Multicomputers (1992, Dissertation (Ph.D.))
• Winfree, Erik — Algorithmic Self-Assembly of DNA (1998, Dissertation (Ph.D.))
• Salam, Gamze Erten — An analog VLSI architecture for stereo correspondence (1994, Dissertation (Ph.D.))
• Urban, Luke Stuart — An Electrophysiological Study Of Voluntary Movement and Spinal Cord Injury (2018, Dissertation (Ph.D.))
• Abdel-Ghaffar, Khaled Ahmed Sabry — An Information- and Coding-Theoretic Study of Bursty Channels with Applications to Computer Memories (1986, Dissertation (Ph.D.))
• DeWeerth, Stephen Paul — Analog VLSI Circuits for Sensorimotor Feedback (1991, Dissertation (Ph.D.))
• Minch, Bradley Arthur — Analysis, synthesis, and implementation of networks of multiple-input translinear elements (1997, Dissertation (Ph.D.))
• Billock, Joseph Gregory — Attentional Control of Complex Systems (2001, Dissertation (Ph.D.))
• Mok, Fai Ho — Binary Correlators for Optical Computing and Pattern Recognition (1989, Dissertation (Ph.D.))
• Whiting, Douglas Lee — Bit-Serial Reed-Solomon Decoders in VLSI (1985, Dissertation (Ph.D.))
• Su, Borching — Blind Channel Estimation Using Redundant Precoding: New Algorithms, Analysis, and Theory (2008, Dissertation (Ph.D.))
• Appel, Ron — Boosting Boosting (2017, Dissertation (Ph.D.))
• Censi, Andrea — Bootstrapping Vehicles: A Formal Approach to Unsupervised Sensorimotor Learning Based on Invariance (2013, Dissertation (Ph.D.))
• Higgins, Charles Marion — Classification and Approximation with Rule-Based Networks (1993, Dissertation (Ph.D.))
• Collins, Oliver Michael — Coding Beyond the Computational Cutoff Rate (1989, Dissertation (Ph.D.))
• Faulkner, Matthew Nicholas — Community Sense and Response Systems (2014, Dissertation (Ph.D.))
• Song, Xubo — Contextual pattern recognition with applications to biomedical image identification (1999, Dissertation (Ph.D.))
• Stobbe, Peter — Convex Analysis for Minimizing and Learning Submodular Set Functions (2013, Dissertation (Ph.D.))
• Capponi, Agostino — Credit Risk and Nonlinear Filtering: Computational Aspects and Empirical Evidence (2009, Dissertation (Ph.D.))
• Riedel, Marcus D. — Cyclic Combinational Circuits (2004, Dissertation (Ph.D.))
• Li, Ling — Data Complexity in Machine Learning and Novel Classification Algorithms (2006, Dissertation (Ph.D.))
• Gandhi, Harshkooshal Kamlesh — Deep Stochastic Control for Regime-Dependent Utility Maximization Problems (2026, Dissertation (Ph.D.))
• Nguyen, Truong Quang — Design and Implementation of Linear-Phase and/or Pairwise-Symmetric Perfect-Reconstruction FIR Multirate Filter Banks (1989, Dissertation (Ph.D.))
• Koilpillai, Ravinder David — Design issues in multirate digital filter banks, including transmultiplexers (1991, Dissertation (Ph.D.))
• Rose, Kenneth — Deterministic annealing, clustering, and optimization (1991, Dissertation (Ph.D.))
• Satsanarukkit, Penvipha — Development of Integrated Parylene Fluidic Devices for Use as a Microbial Monitoring System in Wastewater Treatment (2014, Dissertation (Ph.D.))
• Holub, Alex David — Discriminative vs. Generative Object Recognition: Objects, Faces, and the Web (2007, Dissertation (Ph.D.))
• Mitchell, Marcus Quintana — Dynamic Simulation and Control of Articulated Limbs (2009, Dissertation (Ph.D.))
• Ramesh, Rajaram — Efficient multichannel methods for high-rate data transmission with application to ISDN (or) pouring water to get more out of copper (1992, Dissertation (Ph.D.))
• Sarpeshkar, Rahul — Efficient precise computation with noisy components : extrapolating from an electronic cochlea to the brain (1997, Dissertation (Ph.D.))
• Kavranoglu, Davut — Elementary solutions for the H infinity- general distance problem- equivalence of H2 and H infinity optimization problems (1990, Dissertation (Ph.D.))
• Wu, Ailec — Enabling Technologies and Algorithms for Antenna Arrays (2026, Dissertation (Ph.D.))
• Bruguier, Antoine Jean — Encoding of Financial Signals in the Human Brain (2008, Dissertation (Ph.D.))
• Haghi, Benyamin Allahgholizadeh — Energy-Efficient and Robust Algorithms for Biomedical Applications (2024, Dissertation (Ph.D.))
• Chao, Chi-chao — Error-Correction Coding for Reliable Communication in the Presence of Extreme Noise (1989, Dissertation (Ph.D.))
• Ofria, Charles A. — Evolution of genetic codes (1999, Dissertation (Ph.D.))
• Rosenbluth, David — Eye Position Modulation of Visual Cortex and the Sensory Set Hypothesis (2002, Dissertation (Ph.D.))
• Ver Steeg, Gregory Lee — Foundational Aspects of Nonlocality (2009, Dissertation (Ph.D.))
• Lin, Hsuan-Tien — From Ordinal Ranking to Binary Classification (2008, Dissertation (Ph.D.))
• Doğanata, Zinnur — General Structural Representations for Multi-Input Multi-Output Discrete-Time FIR and IIR Lossless Systems (1990, Dissertation (Ph.D.))
• Ji, Chuanyi — Generalization capability of neural networks (1992, Dissertation (Ph.D.))
• Nicholson, Alexander Marshall — Generalization Error Estimates and Training Data Valuation (2002, Dissertation (Ph.D.))
• Mark, Zachary R. — Gravitational Wave Signatures of Black Hole Physics (2021, Dissertation (Ph.D.))
• Panotopoulos, Georgios — Holographic Information Systems (2003, Dissertation (Ph.D.))
• Baldi, Pierre — I. On a Family of Generalized Colorings. II. Some Contributions to the Theory of Neural Networks. III. Embeddings of Ultrametric Spaces (1986, Dissertation (Ph.D.))
• Bell, Mark Robert — Information Theory and Radar: Mutual Information and the Design and Analysis of Radar Waveforms and Systems (1988, Dissertation (Ph.D.))
• Barbastathis, George — Intelligent holographic databases (1998, Dissertation (Ph.D.))
• Fyfe, William John Andrew — Invariance hints and the VC dimension (1992, Dissertation (Ph.D.))
• Fain, Daniel Cark — Kinematic Measurement and Feature Sets for Automatic Speech Recognition (2001, Dissertation (Ph.D.))
• Kramer, Kathleen A. — Large operand division and an asynchrous approach to fault detection (1991, Dissertation (Ph.D.))
• Atiya, Amir — Learning algorithms for neural networks (1991, Dissertation (Ph.D.))
• Lale, Ali Sahin — Learning and Control of Dynamical Systems (2023, Dissertation (Ph.D.))
• Griffin, Gregory Scott — Learning and Using Taxonomies for Visual and Olfactory Classification (2013, Dissertation (Ph.D.))
• Venkatesh, Santosh Subramanyam — Linear Maps with Point Rules: Applications to Pattern Classification and Associative Memory (1987, Dissertation (Ph.D.))
• Beck, Carolyn Louise — Model Reduction and Minimality for Uncertain Systems (1997, Dissertation (Ph.D.))
• Spain, Merrielle Therese — Modeling and Predicting Object Attention in Natural Scenes (2011, Dissertation (Ph.D.))
• Agassounon, William B. G. — Modeling Artificial, Mobile Swarm Systems (2003, Dissertation (Ph.D.))
• Annau, Thomas Mark — Models of visual feature detection and spike coding in the nervous system (1996, Dissertation (Ph.D.))
• Soloveichik, David — Molecules Computing: Self-Assembled Nanostructures, Molecular Automata,and Chemical Reaction Networks (2008, Dissertation (Ph.D.))
• Rebeiz, Gabriel M. — Monolithic Millimeter-Wave Two-Dimensional Horn Imaging Arrays (1988, Dissertation (Ph.D.))
• Sill, Joseph — Monotonicity and connectedness in learning systems (1998, Dissertation (Ph.D.))
• Williams, Kjerstin Irja — Multi-robot Systems: Modeling Swarm Dynamics and Designing Inspection Planning Algorithms (2006, Dissertation (Ph.D.))
• Chen, Tsuhan — Multidimensional multirate filters and filter banks : theory, design, and implementation (1993, Dissertation (Ph.D.))
• Li, Jiahong — Multimodal Implantable Bioelectronics (2026, Dissertation (Ph.D.))
• Zhao, Qian — Network Source Coding: Theory and Code Design for Broadcast and Multiple Access Networks (2003, Dissertation (Ph.D.))
• Barmpoutis, Dionysios — Network Structure Optimization with Applications to Minimizing Variance and Crosstalk (2012, Dissertation (Ph.D.))
• Cook, Matthew M. — Networks of Relations (2005, Dissertation (Ph.D.))
• Bohossian, Vasken Z. — Neural logic : theory and implementation (1998, Dissertation (Ph.D.))
• Diorio, Christopher J. — Neurally Inspired Silicon Learning : from Synapse Transistors to Learning Arrays (1997, Dissertation (Ph.D.))
• Roy, Anthony Mathew — Neuro-Evolution Using Recombinational Algorithms and Embryogenesis for Robotic Control (2010, Dissertation (Ph.D.))
• Pal, Piya — New Directions In Sparse Sampling and Estimation For Underdetermined Systems (2013, Dissertation (Ph.D.))
• Helgason, Hannes — Nonparametric Detection and Estimation of Highly Oscillatory Signals (2008, Dissertation (Ph.D.))
• Daniell, Cynthia Evors — Object Recognition in Compressed Imagery. (2000, Dissertation (Ph.D.))
• Coffey, John Timothy — On Complexity and Efficiency in Encoding and Decoding Error-correcting Codes (1989, Dissertation (Ph.D.))
• Ko, Tsz-Mei — On the VLSI decompositions for complete graphs, DeBruijn graphs, hypercubes, hyperplanes, meshes, and shuffle-exchange graphs (1993, Dissertation (Ph.D.))
• Liu, Vincent Cheng-Teh — One and two-dimensional digital mutirate systems with applications in sub-sampling and bandlimited signal reconstruction (1990, Dissertation (Ph.D.))
• Lin, Yuan-Pei — One- and Two-Dimensional Cosine Modulated Filter Banks (1997, Dissertation (Ph.D.))
• Hong, John Hyunchul — Optical Computing for Adaptive Signal Processing and Associative Memories (1987, Dissertation (Ph.D.))
• González Palacios, Carlos Roberto — Optimal Data Distributions in Machine Learning (2015, Dissertation (Ph.D.))
• Brady, David Jones — Photorefractive Volume Holography in Artificial Neural Networks (1990, Dissertation (Ph.D.))
• Moreels, Pierre — Probabilistic, Features-Based Object Recognition (2008, Dissertation (Ph.D.))
• Feng, Hanying — Rate Loss of Network Source Codes (2002, Dissertation (Ph.D.))
• Burl, Michael C. — Recognition of visual object classes (1997, Dissertation (Ph.D.))
• Ryou, Serim — Representation of the Semantic Structures: from Discovery to Applications (2022, Dissertation (Ph.D.))
• Lutz, Jack Harold — Resource-Bounded Category and Measure in Exponential Complexity Classes (1987, Dissertation (Ph.D.))
• Cai, Lance Lin-Lan — Robotics Training Algorithms for Optimizing Motor Learning in Spinal Cord Injured Subjects (2007, Dissertation (Ph.D.))
• Aly, Mohamed Alaa El-Dien Mahmoud Hussein — Searching Large-Scale Image Collections (2011, Dissertation (Ph.D.))
• Van der Goot, Marcel Rene — Semantics of VLSI synthesis (1995, Dissertation (Ph.D.))
• Blanchard, Alan-Philippe — Sequence specific effects on the incorporation of dideoxynucleotides by a modified T7 polymerase (1993, Dissertation (Ph.D.))
• Chen, Scott Chun-Yang — Signal Processing Algorithms for MIMO Radar (2009, Dissertation (Ph.D.))
• Chen, Po-Chih — Signal Processing for Large Arrays: Convolutional Beamspace, Hybrid Analog and Digital Processing, and Distributed Algorithms (2024, Dissertation (Ph.D.))
• Kulkarni, Pranav Dhananjay — Signal Processing for Line Spectra: New Sensor Arrays, Algorithms, and Theoretical Results (2025, Dissertation (Ph.D.))
• Yoon, Byung-Jun — Signal Processing Methods for Genomic Sequence Analysis (2007, Dissertation (Ph.D.))
• Teke, Oguzhan — Signals on Networks: Random Asynchronous and Multirate Processing, and Uncertainty Principles (2021, Dissertation (Ph.D.))
• Erlanson, Ruth A. — Soft-decision decoding of a family of nonlinear codes using a neural network (1991, Dissertation (Ph.D.))
• Jang, Wonjin — Soft-Error Tolerant Quasi Delay-insensitive Circuits (2008, Dissertation (Ph.D.))
• Liu, Chun-Lin — Sparse Array Signal Processing: New Array Geometries, Parameter Estimation, and Theoretical Analysis (2018, Dissertation (Ph.D.))
• Tuqan, Jamal — Statistical optimization of multirate systems and orthonormal filter banks (1998, Dissertation (Ph.D.))
• Cortese, John Anthony — Stochastic Computation (1995, Dissertation (Ph.D.))
• Hattori, Masayuki — Subspace Subcodes of Reed-Solomon Codes (1995, Dissertation (Ph.D.))
• Erimli, Bahadir — Switching Algorithms and Buffer Management in Asynchronous Transfer Mode Networks (1996, Engineer's thesis)
• Hofstee, H. Peter — Synchronizing processes (1995, Dissertation (Ph.D.))
• Hazewindus, Pieter Johannes — Testing delay-insensitive circuits (1992, Dissertation (Ph.D.))
• Smyth, Padhraic — The Application of Information Theory to Problems in Decision Tree Design and Rule-Based Expert Systems (1988, Dissertation (Ph.D.))
• Rizvi, Syed Azhar Abbas — The Critical Points of Poynting Vector Fields (1988, Dissertation (Ph.D.))
• Manohar, Rajit — The impact of asynchrony on computer architecture (1999, Dissertation (Ph.D.))
• Tenneti, Srikanth Venkata — The Nested Periodic Subspaces: Extensions of Ramanujan Sums for Period Estimation (2018, Dissertation (Ph.D.))
• Weng, Ching-Chih — The Roles of Majorization and Generalized Triangular Decomposition in Communication and Signal Processing (2011, Dissertation (Ph.D.))
• Schulman, Rebecca Beth — The Self-Replication and Evolution of DNA Crystals (2007, Dissertation (Ph.D.))
• Wagner, Kelvin H. — Time and Space Integrating Acousto-Optic Signal Processing (1987, Dissertation (Ph.D.))
• Kasilingam, Dayalan P. — Topics in Millimeter-Wave Imaging Arrays (1987, Dissertation (Ph.D.))
• Fanti, Claudio — Towards Automatic Discovery of Human Movemes (2008, Dissertation (Ph.D.))
• Gomes, Ryan Geoffrey — Towards Open Ended Learning: Budgets, Model Selection, and Representation (2011, Dissertation (Ph.D.))
• Liu, Chih-Hao — Transceiver Designs and Analysis for LTI, LTV and Broadcast Channels - New Matrix Decompositions and Majorization Theory (2013, Dissertation (Ph.D.))
• Armani, Deniz Karapetian — Ultra-High-Q Planar Microcavities and Applications (2005, Dissertation (Ph.D.))
• Akhtiamov, Danil — Universality, Generalization, and Compression in Machine Learning (2026, Dissertation (Ph.D.))
• Andreetto, Marco — Unsupervised Learning of Categorical Segments in Image Collections (2011, Dissertation (Ph.D.))
• Munich, Mario Enrique — Visual input for pen-based computers (2000, Dissertation (Ph.D.))
• Angelova, Anelia Nedelcheva — Visual Prediction of Rover Slip: Learning Algorithms and Field Experiments (2008, Dissertation (Ph.D.))
• Li, Fei-Fei — Visual Recognition: Computational Models and Human Psychophysics (2005, Dissertation (Ph.D.))
• Pedroni, Volnei Antonio — VLSI Systems for Analog and Hamming Parallel Computation (1995, Dissertation (Ph.D.))
• Franceschetti, Massimo — Wireless Networks, from Collective Behavior to the Physics of Propagation (2003, Dissertation (Ph.D.))
• Sivilotti, Massimo Antonio — Wiring Considerations in Analog VLSI Systems, with Application to Field-Programmable Networks (1991, Dissertation (Ph.D.))