Recent & Upcoming Talks

2023

Unlocking Tuning-Free Generalization: Minimizing the PAC-Bayes Bound with Trainable Priors

Oct 4, 2023 4:00 PM — 5:00 PM Georgia Institute of Technology, USA

Unlocking Tuning-Free Generalization: Minimizing the PAC-Bayes Bound with Trainable Priors

Explicit and Implicit Regularization in Machine Learning

Aug 11, 2023 3:00 PM — 5:00 PM Qualcomm, USA

Explicit and Implicit Regularization in Machine Learning

Introduction of Spatiotemporal Data Mining–Applications in Traffic and Geophysics

May 22, 2023 10:30 AM — 11:30 AM Yunnan Normal University, China

Introduction of Spatiotemporal Data Mining–Applications in Traffic and Geophysics

2021

Data-Driven Seismic Inversion: Learning to Solve Inverse Problems via Physics-Informed Networks

Center for Nonlinear Studies Seminar.

Sep 30, 2021 4:00 PM — 4:20 PM Los Alamos National Laboratory, USA

Data-Driven Seismic Inversion: Learning to Solve Inverse Problems via Physics-Informed Networks

2020

Earthquake Source Characterization with Graphical Deep Learning

AGU 2020 Fall Meeting Oral Presentation.

Dec 15, 2020 4:00 PM — 4:30 PM

Earthquake Source Characterization with Graphical Deep Learning

Shoreline: Data-Driven Threshold Estimation of Online Reserves of Cryptocurrency Trading Platforms Authors

AAAI Technical Track Oral Presentation (AAAI-2020).

Feb 9, 2020 3:45 PM — 5:15 PM New York, USA

Shoreline: Data-Driven Threshold Estimation of Online Reserves of Cryptocurrency Trading Platforms Authors

2019

Boosted Trajectory Calibration for Traffic State Estimation

Long Paper Oral Presentation (ICDM 2019).

Nov 10, 2019 10:00 AM — 11:00 AM Beijing, China

Boosted Trajectory Calibration for Traffic State Estimation