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  • HDSI Seminar – Xiaofei Shi- Continuous-time Reinforcement Learning with Forward-Backward Stochastic Differential Equations

    Seminar Series
    Halıcıoğlu Data Science Institute (HDSI), Room 123, 3234 Matthews Ln, La Jolla, CA, 92093, United States

    When Monday April 7th 1:00pm Where: HDSI 1st Floor Multipurpose Room 123 Title: Continuous-time Reinforcement Learning with Forward-Backward Stochastic Differential Equations Abstract: In this talk we introduce a mathematical formulation of reinforcement learning problem with a system of forward-backward stochastic differential equations (FBSDEs). With the Deep FBSDE Solver proposed by Han, Jentzen, and E (2018), […]

  • Seminar Series
    Powell-Focht Bioengineering Hall (PFBH), FUNG Auditorium

    Seminar Information Seminar Date April 11, 2025 - 2:00 PM Location The FUNG Auditorium - PFBH     Abstract Personal and population health applications built on top of large-scale mobile sensor data and computing platforms have a great potential to impact the way we diagnose diseases, track, and manage our health. However, the existing sensing […]

  • LIVED EXPERIENCE RESEARCH SUMMIT

    Halıcıoğlu Data Science Institute (HDSI), Room 123 3234 Matthews Ln, La Jolla, CA, United States

    Location: HDSI MPR To watch via zoom please contact: hdsiassistant@ucsd.edu Formerly Incarcerated professor speaking on his lived experience in research. Researchers from Smarr Lab and MOSAIC lab. Noel Vest, PhD, is an Assistant Professor at the Boston University School of Public Health. His research interests include mental health, substance use disorders, and addiction recovery. As […]

  • Shuang Hao – Empowering and Strengthening Security in the AI Era

    Seminar Series
    Halıcıoğlu Data Science Institute Room 123, 3234 Matthews Ln, La Jolla, CA 92093, USA

    When Wednesday May 28th, 1pm Where: HDSI 1st Floor Multipurpose Room 123 Title: Empowering and Strengthening Security in the AI Era   Abstract: Revolutionary advances in artificial intelligence (AI) techniques have led to promising applications and widespread deployment accessible to users. However, AI techniques are increasingly being abused by cybercriminals, such as creating synthetic content for scams or […]

  • HDSI Seminar – Regina Liu – Fusion Learning: Fusing Inferences from Diverse Data Sources

    Seminar Series
    Halıcıoğlu Data Science Institute (HDSI), Room 123 3234 Matthews Ln, La Jolla, CA, United States

    HDSI will be hosting its first Seminar Series speaker of the academic year at the end of this month. Regina Liu (Rutgers University) will be giving a talk Monday Sept 29th at 2pm in the HDSI Multipurpose room, 1st floor Room 123.  Speaker: Regina Liu Date & Time: Monday Sept 29th, 2pm Location: HDSI Multipurpose Room 123, 1st floor Talk […]

  • HDSI Seminar – Dragan Radulović – A New Paradigm for the Analysis of Large Text Files

    Halıcıoğlu Data Science Institute Room 123, 3234 Matthews Ln, La Jolla, CA 92093, USA

    Speaker:Dragan Radulović Date & Time: Tuesday Oct 7th, 2pm Location: HDSI Multipurpose Room 123, 1st floor   Title:  A New Paradigm for the Analysis of Large Text Files   Talk Abstract: The problem is as follows: a large text file containing information on thousands of individuals serves as the input. The output is a simple yes-or-no prediction. For example, […]

  • HDSI Seminar – Tianhao Wang

    Seminar Series
    Halıcıoğlu Data Science Institute (HDSI), Room 123, 3234 Matthews Ln, La Jolla, CA, 92093, United States

    Speaker: Tianhao Wang Date & Time: Monday Nov 10th, 2pm Location: HDSI Multipurpose Room 123, 1st floor Title: Adaptive Optimizers: From Structured Preconditioners to Adaptive Geometry Abstract: Adaptive optimizers such as Adam and Shampoo are workhorses of modern machine learning, enabling efficient training of large-scale models across architectures and domains. In this talk, we will present a unified framework […]

  • TILOS-HDSI Seminar: Adam Oberman – AI Safety Theory: The Missing Middle Ground

    TILOS Seminar Series
    Halıcıoğlu Data Science Institute (HDSI), Room 123, 3234 Matthews Ln, La Jolla, CA, 92093, United States

    The next TILOS-HDSI seminar will be Wednesday, November 12 at 11am PST with Adam Oberman (McGill University). The title is AI Safety Theory: The Missing Middle Ground. Talk Information Speaker: Adam Oberman (McGill University) Date & Time: Wednesday, November 12 @ 11am PST Venue: HDSI 123 Abstract: Over the past few years, the capabilities of generative artificial intelligence (AI) systems have advanced rapidly. Along with the […]

  • HDSI Distingushed Seminar – Yisong Yue

    Seminar Series
    Halıcıoğlu Data Science Institute (HDSI), Room 123, 3234 Matthews Ln, La Jolla, CA, 92093, United States

    TITLE Design, Measure, Interpret: Foundation Models in the Scientific Loop ABSTRACT "As foundation models become powerful scientific priors, a central question emerges: how can they drive the full cycle of discovery—from designing experiments to interpreting results? This talk presents a probabilistic framework that unites experiment design and inverse problems under a common foundation model. I […]