Recordings of some recent talks
Jul 2020 Talk: Learning Discrete Graphical Models with Neural Networks
ICTP online conference “Youth in High-dimensions”, Trieste, Italy [video]
Feb 2019 Talk: Learning of discrete graphical models
KITP program “The Rough High-Dimensional Landscape Problem'”, Santa Barbara [video]
Feb 2019 Talk: Uncovering the behavior of quantum annealers with statistical learning
KITP conference “At the Crossroad of Physics and Machine Learning'”, Santa Barbara [video]
Mar 2017 Talk: Reconstruction of the power grid dynamic model from sparse measurements
BIRS workshop “Optimization and Inference for Physical Flows on Networks”, Banff, Canada [video, slides]
Jan 2017 Talk: Optimal structure and parameter learning of Ising models and calibration of the D-Wave quantum computer
AI seminar at Information Sciences Institute, University of Southern California, Los Angeles [video, slides]
Jan 2017 Talk: Influence maximization and model reconstruction in spreading processes with dynamic message passing
Department of Computer Science, Viterbi School of Engineering, University of Southern California, Los Angeles [slides]
Dec 2016 Poster: Reconstructing parameters of spreading models from partial observations
NIPS 2016, Barcelona, Spain [spotlight video, poster]
Aug 2016 Talk: Detection of cyber-physical faults and intrusions from physical correlations
KDD 2016 workshop on Outlier Definition, Detection, and Description on Demand, San Francisco [video, slides]