Talks

Oral

  • Scalable Derivative Gaussian Processes via Exact Gradient Reduction

    Institute for Foundations of Data Science (IFDS) Research Expo

    Madison, WI

  • An Efficient Gradient Preconditioning using Mean Activation Approximated Curvature

    IEEE International Conference on Data Mining (ICDM)

    Washington, DC

  • A Scalable Preconditioned Gradient Descent using Nystrom Approximation

    IEEE International Conference on Big Data

    Washington, DC

  • Modified Likelihood Ratio Tests for Extreme Value Distributions

    Korean Data and Information Science Society (KDISS)

    Pukyong University · Busan, South Korea

Posters

  • Low-Rank Curvature for Zeroth-Order Optimization in LLM Fine-Tuning

    AAAI Conference on Artificial Intelligence

    Singapore

  • A Scalable Preconditioned Gradient Descent using Nystrom Approximation

    AI Research Day, Institute for Artificial Intelligence

    Athens, GA

  • An Adaptive Method Stabilizing Activations for Enhanced Generalization

    AI Research Day, Institute for Artificial Intelligence

    Athens, GA

  • Modified Likelihood Ratio Tests for Extreme Value Distributions

    Korean Statistical Society (KSS)

    Pusan National University · Busan, South Korea