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  • Special TILOS Seminar: Claire Boyer | Single location regression and attention-based models

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

    Talk Information Speaker: Claire Boyer (Université Paris-Saclay) Date & Time: Thursday, March 27 @ 2pm PDT Venue: HDSI 123 Title: Single location regression and attention-based models Abstract: Attention-based models, such as Transformer, excel across various tasks but lack a comprehensive theoretical understanding, especially regarding token-wise sparsity and internal linear representations. To address this gap, we introduce the single-location regression task, where […]

  • TILOS seminar speaker Michael Mahoney (UC Berkeley) – Foundational Methods for Foundation Models for Scientific Machine Learning

    TILOS Seminar Series
    HDSI 123

    TITLE  Foundational Methods for Foundation Models for Scientific Machine Learning| ABSTRACT  The remarkable successes of ChatGPT in natural language processing (NLP) and related developments in computer vision (CV) motivate the question of what foundation models would look like and what new advances they would enable, when built on the rich, diverse, multimodal data that are […]

  • TILOS Industry Day 2025

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

    Our 4th Annual Industry Day will be June 2, 2025, at the Halıcıoğlu Data Science Institute at UC San Diego, the campus hub for data science. This year TILOS Industry Day will feature:

    Talks from invited industry speakers sharing their perspectives on challenges in AI + Optimization + Use Domains (chips, robotics, networking)
    Research highlights from TILOS team members
    Panel discussions on AI Challenges for Academia—An Industry Perspective and Building Deep Tech Companies
    Poster session featuring the work of TILOS trainees (students and postdoctoral scholars)

  • 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 […]