Dissertations from 2013

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Privacy-Aware Collaboration Among Untrusted Resource Constrained Devices, Andres David Molina-Markham

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Software Techniques to Reduce the Energy Consumption of Low-Power Devices at the Limits of Digital Abstractions, Mastooreh Salajegheh

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Bridging The Gap Between Autonomous Skill Learning And Task-Specific Planning, Shiraj Sen

Dissertations from 2012

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Information Retrieval with Query Hypergraphs, Michael Bendersky

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Decision-Theoretic Meta-reasoning in Partially Observable and Decentralized Settings, Alan Scott Carlin

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Weakly Supervised Learning for Unconstrained Face Processing, Gary B. Huang

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Towards Large-Scale Validation of Protein Flexibility Using Rigidity Analysis, Filip Jagodzinski

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Resource-Bounded Information Acquisition and Learning, Pallika H. Kanani

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Retrieval and Evaluation Techniquesfor Personal Information, Jinyoung Kim

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Variable Risk Policy Search for Dynamic Robot Control, Scott Robert Kuindersma

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Topic Regression, David Mimno

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Leveraging Relational Representations for Causal Discovery, Matthew John Hale Rattigan

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On the Analysis and Management of Cache Networks, Elisha Rosensweig

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Modeling reformulation as query distributions, Xiaobing Xue

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Designing Novel Mobile Systems By Exploiting Sensing, User Context, and Crowdsourcing, Tingxin Yan

Dissertations from 2011

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Automated Negotiation for Complex Multi-Agent Resource Allocation, Bo An

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Architecting Protocols to Enable Mobile Applications in Diverse Wireless Networks, Aruna Balasubramanian

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Query-Dependent Selection of Retrieval Alternatives, Niranjan Balasubramanian

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Adaptive Balancing of Exploitation with Exploration to Improve Protein Structure Prediction, TJ Brunette

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Improving Processes Using Static Analysis Techniques, Bin Chen

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Computational Affect Detection for Education and Health, David G. Cooper

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Generalized Expectation Criteria for Lightly Supervised Learning, Gregory Druck

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Interactive Perception of Articulated Objects for Autonomous Manipulation, Dov Katz

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Autonomous Robot Skill Acquisition, George D. Konidaris

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Enabling Peer-to-Peer Swarming for Multi-Commodity Dissemination, Daniel Sadoc Menasche

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Exploiting Structure in Coordinating Multiple Decision Makers, Hala Mostafa

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Hardening Software Against Memory Errors and Attacks, Albert Eugene Novark

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Variations on Stigmergic Communication to Improve Artificial Intelligence and Biological Modeling, Megan Marie Olsen

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Search Using Social Media Structures, Jangwon Seo

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Biologically inspired vision systems, Piyanuch Silapachote

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A Teleological Approach to Robot Programming by Demonstration, John Douglas Sweeney

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Expressiveness and Succinctness of First-Order Logic on Finite Words, Philipp P. Weis

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Improving Data Center Resource Management, Deployment, and Availability with Virtualization, Timothy Wood

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Discovering and Using Implicit Data for Information Retrieval, Xing Yi

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Scaling Multi-Agent Learning in Complex Environments, Chongjie Zhang

Dissertations from 2010

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Increasing Scalability in Algorithms for Centralized and Decentralized Partially Observable Markov Decision Processes: Efficient Decision-Making and Coordination in Uncertain Environments, Christopher Amato

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Bounds on Service Quality for Networks Subject to Augmentation and Attack, George Dean Bissias

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Whole-Body Strategies for Mobility and Manipulation, Patrick Deegan

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Learning the Structure of Bayesian Networks with Constraint Satisfaction, Andrew Scott Fast

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Enabling Accurate Analysis of Private Network Data, Michael Hay

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Discovery of Complex Regulatory Modules from Expression Genetics Data, Manjunatha Jagalur

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Using Context to Enhance the Understanding of Face Images, Vidit Jain

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Basis Construction and Utilization for Markov Decision Processes Using Graphs, Jeffrey Thomas Johns

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The Role of Perceived Collective Anger and Fear on Policy Support in Response to Terrorist Threat, Jaeshin Kim

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Data Management and Wireless Transport for Large Scale Sensor Networks, Ming Li

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A Behavioral Approach to Human-Robot Communication, Shichao Ou

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Optimization-based Approximate Dynamic Programming, Marek Petrik

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On the Design of Methods to Estimate Network Characteristics, Bruno F. Ribeiro

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Generalized Instruction Selector Generation: The Automatic Construction of Instruction Selectors from Descriptions of Compiler Internal Forms and Target Machines, Timothy David Richards

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System Support for Perpetual Mobile Tracking, Jacob Sorber

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Foundations and applications of generalized planning, Siddharth Srivastava

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Problems in Generic Combinatorial Rigidity: Sparsity, Sliders, and Emergence of Components, Louis Simon Theran

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A Geometric Framework for Transfer Learning Using Manifold Alignment, Chang Wang

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Paying Attention to What Matters: Observation Abstraction in Partially Observable Environments, Alicia Peregrin Wolfe

Dissertations from 2009

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Interactions in Decentralized Environments, Martin William Allen

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Improved Network Consistency and Connectivity in Mobile and Sensor Systems, Nilanjan Banerjee

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The Development of Hierarchical Knowledge in Robot Systems, Stephen W. Hart

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Sensor Control and Scheduling Strategies for Sensor Networks, Victoria U. Manfredi

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Action-Based Representation Discovery in Markov Decision Processes, Sarah Osentoski

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Resource Management in Complex and Dynamic Environments, Mohammad Salimullah Raunak

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Structured Topic Models: Jointly Modeling Words and Their Accompanying Modalities, Xuerui Wang

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Operating System Support for Modern Applications, Ting Yang

Dissertations from 2008

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Combinatorial Markov Random Fields and their applications to information organization, Ron Bekkerman

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Low-cost and robust evaluation of information retrieval systems, Benjamin A Carterette

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PROPEL: An approach supporting user guidance in developing precise and understandable property specifications, Rachel L Cobleigh

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Learning and inference in weighted logic with application to natural language processing, Aron Culotta

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Distributed data collection: Archiving, indexing, and analysis, Peter Desnoyers

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Autocorrelation and regularization of query-based information retrieval scores, Fernando Diaz

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Automatic capture and creation of presentations from multimedia lectures, Paul E Dickson

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Incident threading in news, Ao Feng

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Statistical models for text query-based image retrieval, Shaolei Feng

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Scalable techniques for network control and evaluation, Yu Gu

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A statistical approach to improving accuracy in classifier ensembles, Gary F Holness

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Interactive reformulation of long queries, Giridhar Kumaran

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Geometric constraint systems with applications in CAD and biology, Audrey Lee

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Low-latency anonymity systems: Statistical attacks and new applications, Marc D Liberatore

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On joint coding and combinatorial optimization in communication networks, Junning Liu

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Cluster-based retrieval from a language modeling perspective, Xiaoyong Liu

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Behavioral building blocks for autonomous agents: Description, identification, and learning, Ozgur Simsek

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Evaluation of find-similar with simulation and network analysis, Mark D Smucker

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Efficient processing of complex features for information retrieval, Trevor Strohman

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Efficient training methods for conditional random fields, Charles A Sutton

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Unified detection and recognition for reading text in scene images, Jerod J Weinman

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Retrieval performance prediction and document quality, Yun Zhou

Dissertations from 2007

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Exploiting structure: A guided approach to sampling-based robot motion planning, Brendan Burns

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Automating and evaluating assume-guarantee reasoning, Jamieson M Cobleigh

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Searching question and answer archives, Jiwoon Jeon

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SensEye: A multi-tier heterogeneous camera sensor network, Purushottam Kulkarni

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Pachinko allocation: DAG-structured mixture models of topic correlations, Wei Li

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Beyond bags of words: Effectively modeling dependence and features in information retrieval, Donald A. Metzler

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Tandem learning: A learning framework for document categorization, Hema Raghavan

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Communication management in distributed sensor interpretation, Jiaying Shen

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Monitoring, measurement, and control of multimedia traffic in IP networks, Kyoungwon Suh

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Topic models in information retrieval, Xing Wei

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Routing in mobile DTNs: Performance modeling, network coding benefit, and mobility trace modeling, Xiaolan Zhang

Dissertations from 2006

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Scalable cooperative multiagent reinforcement learning in the context of an organization, Sherief Abdallah

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Exploiting structure in decentralized Markov decision processes, Raphen Becker

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An efficient and privacy-preserving framework for information dissemination among independent entities, Weifeng Chen

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Planning and learning for weakly-coupled distributed agents, Anyuan Guo

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Improving access to organized information, Brent Heeringa