Now showing items 773-792 of 1574

    • Learning to Rank in the Age of Muppets 

      Hu, Chengcheng (University of Waterloo, 2022-04-26)
      The emergence of BERT in 2018 has brought a huge boon to retrieval effectiveness in many tasks across various domains and led the recent research landscape of IR to transformer-related technologies. While researchers ...
    • Learning Trustworthy Web Sources to Derive Correct Answers and Reduce Health Misinformation in Search 

      Zhang, Dake; Vakili Tahami, Amir; Abualsaud, Mustafa; Smucker, Mark (ACM, 2022-07)
      When searching the web for answers to health questions, people can make incorrect decisions that have a negative effect on their lives if the search results contain misinformation. To reduce health misinformation in search ...
    • Learning with non-Standard Supervision 

      Urner, Ruth (University of Waterloo, 2013-09-26)
      Machine learning has enjoyed astounding practical success in a wide range of applications in recent years-practical success that often hurries ahead of our theoretical understanding. The standard framework for ...
    • Learning-Free Methods for Goal Conditioned Reinforcement Learning from Images 

      Van de Kleut, Alexander (University of Waterloo, 2021-04-27)
      We are interested in training goal-conditioned reinforcement learning agents to reach arbitrary goals specified as images. In order to make our agent fully general, we provide the agent with only images of the environment ...
    • Less is More: Restricted Representations for Better Interpretability and Generalizability 

      Jiang, Zhiying (University of Waterloo, 2023-08-22)
      Deep neural networks are prevalent in supervised learning for large amounts of tasks such as image classification, machine translation and even scientific discovery. Their success is often at the sacrifice of interpretability ...
    • Leveraging Asymmetry and Interdependence to Enhance Social Connectedness in Cooperative Digital Games 

      Harris, John Joseph (University of Waterloo, 2019-05-24)
      Play is a fundamental component of human development and is an important means of forming healthy relationships throughout life. Research has shown that the types of digital games people play, how they play them, and who ...
    • Leveraging Commodity Photonics to Reduce Datacenter Network Latency 

      Liu, Yunpeng (University of Waterloo, 2014-05-22)
      Most datacenter network (DCN) designs focus on maximizing bisection bandwidth rather than minimizing server-to-server latency. They are, therefore, ill-suited for important latency-sensitive applications, such as high ...
    • Leveraging Software-Defined Networking to Improve Distributed Transaction Processing Performance 

      Cui, Xu (University of Waterloo, 2015-10-28)
      Recently, software-defined networking (SDN) has been transforming network technologies while NoSQL database systems are on the rise to become the de facto database systems for cloud technologies. Despite the promising ...
    • Leveraging Software-Defined Networking to Mask Partial Network Partitions 

      Alkhatib, Basil (University of Waterloo, 2021-08-11)
      We present an extensive study focused on partial network partitioning. Partial network partitions disrupt the communication between some but not all nodes in a cluster. First, we conduct a comprehensive study of system ...
    • Leveraging Watermarks to Improve Performance of Streaming Systems 

      Farhat, Omar (University of Waterloo, 2020-05-28)
      Modern stream processing engines (SPEs) process large volumes of events propagated at high velocity through multiple queries. By continuously receiving watermarks, which are marker events injected into the stream to signify ...
    • Lexical Affinities and Language Applications 

      Terra, Egidio (University of Waterloo, 2004)
      Understanding interactions among words is fundamental for natural language applications. However, many statistical NLP methods still ignore this important characteristic of language. For example, information retrieval ...
    • LightPlay: An Ambient Light System for Video Game Indicators and Notifications 

      Fung, Kin Pong (University of Waterloo, 2020-08-11)
      Video games often have indicators and notifications to convey in-game information. However, displaying these visuals on-screen come with trade-offs, such as consuming screen real estate and an inability for them to be ...
    • Likelihood-based Density Estimation using Deep Architectures 

      Jaini, Priyank (University of Waterloo, 2019-12-20)
      Multivariate density estimation is a central problem in unsupervised machine learning that has been studied immensely in both statistics and machine learning. Several methods have thus been proposed for density estimation ...
    • The Limited Effectiveness of Neural Networks for Simple Question Answering on Knowledge Graphs 

      Mohammed, Salman (University of Waterloo, 2017-12-08)
      Simple factoid question answering (QA) is a task, where the questions can be answered by looking up a single fact in the knowledge base (KB). However, this QA task is difficult, since retrieving a single supporting fact ...
    • Linear and Non-linear Monotone Methods for Valuing Financial Options Under Two-Factor, Jump-Diffusion Models 

      Clift, Simon Sivyer (University of Waterloo, 2007-10-01)
      The evolution of the price of two financial assets may be modeled by correlated geometric Brownian motion with additional, independent, finite activity jumps. Similarly, the evolution of the price of one financial asset ...
    • Linear Approximations For Factored Markov Decision Processes 

      Patrascu, Relu-Eugen (University of Waterloo, 2004)
      A Markov Decision Process (MDP) is a model employed to describe problems in which a decision must be made at each one of several stages, while receiving feedback from the environment. This type of model has been extensively ...
    • Linearizing Contextual Multi-Armed Bandit Problems with Latent Dynamics 

      Nelson, Elliot (University of Waterloo, 2022-02-10)
      In many real-world applications of multi-armed bandit problems, both rewards and observed contexts are often influenced by confounding latent variables which evolve stochastically over time. While the observed contexts and ...
    • Linking Alloy with SMT-based Finite Model Finding 

      Tariq, Khadija (University of Waterloo, 2021-01-28)
      Alloy is a well-known declarative language for modelling systems early in the development process. Currently, it uses the Kodkod library as its back-end for finite model finding (finding instances of the model by determining ...
    • List Coloring Some Classes of 1-Planar Graphs 

      Barr, Sam (University of Waterloo, 2021-12-23)
      In list coloring we are given a graph G and a list assignment for G which assigns to each vertex of G a list of possible colors. We wish to find a coloring of the vertices of G such that each vertex uses a color from its ...
    • Live API Documentation 

      Subramanian, Siddharth (University of Waterloo, 2014-07-23)
      Application Programming Interfaces (APIs) provide powerful abstraction mechanisms that enable complex functionality to be used by client programs. However, this abstraction does not come for free: understanding how to use ...

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