In the second part of his thesis, Ma shows how to understand and interpret the properties of embedding models for natural languages, which were learned using nonconvex optimization.Ma is an Assistant Professor of Computer Science and Statistics at Stanford University.Meta-learning is a recent innovation that holds promise to allow machines to learn with smaller datasets.
Di Martino PDF Towards Robust Dense Visual Simultaneous Localization and Mapping (SLAM), Juan Falquez PDF Natural Language Understanding: Deep Learning for Abstract Meaning Representation, William Roger Foland Jr.
PDF A Paradigm for Scalable, Transactional, and Efficient Spatial Indexes, Ning Gao PDF Parameter Dimension Reduction for Scientific Computing, Andrew Taylor Glaws PDF In-Material Processing of High Bandwidth Sensor Measurements Using Modular Neural Networks, Dana Hughes PDF Distributed and Decentralized Algorithms for Functional Programmable Matter, John Klingner PDF Program Synthesis for Software-Defined Networking, Jedidiah Mc Clurg PDF Climate Model Quality Assurance Through Consistency Testing and Error Source Identification, Daniel J.
Winning dissertations will be published in the ACM Digital Library as part of the ACM Books Series.
Chelsea Finn of the University of California, Berkeley is the recipient of the 2018 ACM Doctoral Dissertation Award for her dissertation, “Learning to Learn with Gradients.” In her thesis, Finn introduced algorithms for meta-learning that enable deep networks to solve new tasks from small datasets, and demonstrated how her algorithms can be applied in areas including computer vision, reinforcement learning and robotics.
Beckett’s dissertation describes new principles, algorithms and tools for substantially improving the reliability of modern networks.
In the first half of his thesis, Beckett shows that it is unnecessary to simulate the distributed algorithms that traditional routers implement—a process that is simply too costly—and that instead, one can directly verify the stable states to which such algorithms will eventually converge.
He received a Ph D in Computer Science from Princeton University and a BS in Computer Science from Tsinghua University.
Chelsea Finn of University of California, Berkeley has received ACM's 2018 Doctoral Dissertation Award for introducing algorithms for meta-learning that enable deep networks to solve new tasks from small datasets.
Milroy PDF Techniques to Leverage RF Signals for Context Sensing, Phuc Van Nguyen PDF Design and Empirical Evaluation of Interactive and Interpretable Machine Learning, Forough Poursabzi-Sangdeh PDF Scalable and Timely Detection of Cyberbullying in Online Social Networks, Rahat Ibn Rafiq PDF Inductive Certificate Synthesis for Control Design, Hadi Ravanbakhsh PDF Content-Style Decomposition: Representation Discovery and Applications, Karl F.
Ridgeway PDF Measuring the Role of Visualization on Missing Values in Time Series Data, Hayeong Song PDF Analyzing Posterior Variability in Topic Models, Linzi Xing PDF Automatic Scaling of Cloud Applications via Transparently Elasticizing Virtual Memory, Ehab N.
Comments Computer Science Doctoral Dissertations
Computer Science Graduate Theses & Dissertations.
Computer Science Graduate Theses & Dissertations. Software Engineers Investigating the Influence of a Computer Science Capstone on Professional Identity.…
Doctoral Dissertation CS
After successfully completing the final defense, students are expected to soon be ready to file their dissertation. The official UCLA manuscript preparation guide.…
Computer Science Department Dissertations Collection.
Dissertations from 2018 2018. PDF · A Study of High Performance Multiple Precision Arithmetic on Graphics Processing Units, Niall Emmart, Computer Science.…
Dissertations & Theses - Computer Science and Engineering.
Jul 26, 2019. Dissertations and theses in Computer Science can be searched across institutions. Hundreds of PhD theses and other technical reports from.…
Doctoral Dissertations - Computer Science
Following is a complete list of doctoral graduates of the Department of Computer Science, with their dissertation titles. Graduates of other departments or schools.…
Theses and Dissertations - School of Computer Science.
Aug 27, 2019. For most universities in the U. S. dissertation is the term for the required submission for the PhD, and thesis refers only to the master's degree.…
Dissertations - Ph. D. Dissertations EECS at UC Berkeley
By Year. 2019 · 2018 · 2017 · 2016 · 2015 · 2014 · 2013 · 2012 · 2011 · 2010 · 2009 · 2008 · 2007 · 2006 · 2005 · 2004 · 2003 · 2002 · 2001 · 2000 · 1999 · 1998.…
PhD Theses - Brown CS
Cabeen, Ryan Developing and Evaluating Computational Tools for the. Naroditskiy, Victor Select Problems at the Intersection of Computer Science and.…
Theses and Dissertations Computer Science Michigan.
Review theses and dissertations from Computer Science at Michigan Tech, and learn more about the journey of earning a graduate degree.…
What are some remarkable PhD dissertations in computer science.
You can look at the Ph. D. dissertations of winners and honorable mentions of the ACM Doctoral Dissertation Award; see.…