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Showing 1 to 9 of 9 for “"A/B testing"”.

  1. Engineering warm fuzzies: applying UX principals to create multi-channel philanthropic experiences

    … ethnographic interviews, user personas, and A/B testing. The results of these tests lead to the recommendation of a user-centered approach to philanthropic interactions that is constantly testing and evolving practices. Now more than ever, consciously building and testing systems centered around …

    uiuc Repository record for Engineering warm fuzzies: applying UX principals to create multi-channel philanthropic experiences (opens in a new tab)

  2. Online Combinatorial Optimization for Digital Marketplaces

    … companies may be comfortable with conducting A/B testing when there are only two options, this becomes impractical when there are many more options to consider. Second, machine learning models often rely heavily on data that may not always be accurate or reliable, leading to poor performance when …

    mit Repository record for Online Combinatorial Optimization for Digital Marketplaces (opens in a new tab)

  3. Hosting LLMs on Shared GPUs

    … code generation), different model versions (A/B testing), and various types of customers. However, multi-model serving is particularly challenging, as static memory partitioning can lead to severe under-utilization, fragmentation, and latency spikes, while dynamic loading of model weights can …

    mit Repository record for Hosting LLMs on Shared GPUs (opens in a new tab)

  4. Gamification as a means of improving performance in human operator processes

    … analysis, historical data analytics, and A/B testing suggest that modifications to the station design and operator process do not yield consistent sustainable improvements in performance. Learning curve analysis suggests that operator motivation and engagement are key factors in driving …

    mit Repository record for Gamification as a means of improving performance in human operator processes (opens in a new tab)

  5. Enhancing the User Experience and Decision-Making of Green Building Certification Resources through Usability Testing Methods

    … past. A comparative analysis following an A/B testing format was conducted on original and alternate versions of ECMF resources. The findings from this study demonstrate that user experiences and usability improvements to ECMF resources can contribute to enhance decision-making. Interview data …

    vt Repository record for Enhancing the User Experience and Decision-Making of Green Building Certification Resources through Usability Testing Methods (opens in a new tab)

  6. Experimental Design in Operations

    … traditional experimental approaches, such as A/B testing, primarily aim at statistical efficiency (e.g., reducing variance or bias). However, OR/OM applications frequently involve additional operational considerations, such as welfare preservation, revenue optimization, risk control, and …

    mit Repository record for Experimental Design in Operations (opens in a new tab)

  7. Sequential Resource Allocation and Applications in Revenue Management

    … on online experiment design. Traditional A/B testing methods struggle with dynamically arriving data, leading to biased or inefficient experimental results. Our pigeonhole experimental design effectively reduces bias and outperforms several well-known experimental design policies, including …

    mit Repository record for Sequential Resource Allocation and Applications in Revenue Management (opens in a new tab)

  8. Some Advances in Classifying and Modeling Complex Data

    In statistical methodology of analyzing data, two of the most commonly used techniques are classification and regression modeling. As scientific technology progresses rapidly, complex data often occurs and requires novel classification and regression modeling methodologies according to the data …

    vt Repository record for Some Advances in Classifying and Modeling Complex Data (opens in a new tab)

  9. User-centered evaluations of multi-modal building interfaces

    … think-aloud protocol and contextual inquiry, A/B testing and NASA TLX and SUS surveys to evaluate UX, usability and mental workload. The dissertation outlined three discrete contributions: 1) It bridged some of the well-established UX research methods into HCBI and highlighted the potential of …

    vt Repository record for User-centered evaluations of multi-modal building interfaces (opens in a new tab)