talks
Tools for Scalable and Reliable Scientific Inference from First Principles
- Sep 2025 · Prescient Design, Genentech (remote)
Efficient Generative Modeling and Scalable Operator Learning from First Principles
- May 2025 · Frontier Research Team, Prescient Design, Genentech (remote)
- Jun 2025 · Department of Electrical Engineering, POSTECH (remote)
- Aug 2025 · Department of Computer Science and Engineering, POSTECH (remote)
Operator SVD with Neural Networks via Nested Low-Rank Approximation
- Nov 2023 · MLTea Talk, MIT, Cambridge, MA, USA
- Feb 2024 · Information Theory and Applications (ITA) Workshop, La Jolla, CA, USA [slides]
- Sep 2024 · Mitsubishi Electric Research Laboratories (MERL), Cambridge, MA, USA
- Sep 2024 · KAIST AI Graduate School (remote)
- Oct 2024 · Center for AI and Natural Sciences, KIAS, (remote)
- Oct 2024 · Center for Computational Mathematics, Flatiron Institute (remote)
- Sep 2025 · MIT JTL Urban Mobility Lab (remote)
- Nov 2025 · Prof. Devavrat Shah’s Group Meeting, MIT, Cambridge, MA, USA
On Confidence Sequences from Universal Gambling
- Oct 2022 · Prof. Aaditya Ramdas’s Group Meeting, CMU (remote) [slides]
- Jan 2023 · Hanyang University, Seoul, South Korea [slides]
Improved Offline Contextual Bandits with Second-Order Bounds: Betting and Freezing
- Dec 2025 · RL Theory Seminar [video], [slides]
* Talks below are based on my PhD research.
From Information Theory to Machine Learning Algorithms: Two Vignettes
- Mar 2022 · Signals, Information, and Algorithms Laboratory, MIT (remote)
- Mar 2022 · Center for AI and Natural Sciences, KIAS (remote)
From Wyner’s Common Information to Learning with Succinct Representation
- May 2022 · Information Theory and Applications (ITA) Workshop (Graduation Day), La Jolla, CA, USA
- Jan 2023 · Machine Intelligence and Data Science Laboratory, Seoul National University, Seoul, South Korea [slides]
- Jan 2023 · Inference and Information for Data Science Lab, KAIST, Daejeon, South Korea
Nearest-Neighbor Density Functional Estimation from the Inverse Laplace Transform
- Aug 2022 · Center for AI and Natural Sciences, KIAS (remote) [slides]