Talks

A Generalization Theory for Zero-Shot Prediction [Slides]  

• ICML 2025 Oral Presentation, July 2025, Vancouver, BC, Canada.

Statistical Foundations of Foundation Modeling [Slides]  

• Ph.D. Final Examination, June 2025, Seattle, WA, USA.

The Benefits of Balance: From Information Projections to Variance Reduction [Slides]  

• UW IFDS Seminar, April 2025, Seattle, WA, USA.

Experimentally Informed Signal Processing with Supervised ICA [Slides]  

• Optostim x XAI Retreat, February 2025, Seattle, WA, USA.

Distributionally Robust Learning with Bias and Variance Reduction [Slides]  

• NSF TRIPODS Workshop 2024, February 2024, San Diego, CA, USA.
• INFORMS Annual Meeting 2023, October 2023, Phoenix, AZ, USA.
• SIAM PNW Conference 2023, October 2023, Bellingham, WA, USA.

Stochastic Optimization for Spectral Risk Measures [Slides]  

• JSM 2023, August 2023, Toronto, Canada.
• SIAM OPT 2023, June 2023, Seattle, WA, USA.

Stochastic L-Risk Minimization [Slides]  

• UW IFDS Seminar, February 2023, Seattle, WA, USA.
• JSM 2022, August 2022, Washington D.C., USA.