Recent & Upcoming Talks

2023

Weighted Model Integration

Probabilistic Circuits and Logic Workshop at Simons Institute

Oct 19, 2023 University of California, Berkeley

Collapsed Inference for Bayesian Deep Learning

SPIGM Workshop at ICML 2023

Jul 28, 2023 Honolulu, Hawaii

PDF Slides

Learning and Probabilistic Inference under constraints in AI/ML

Jul 21, 2023 Online

Slides

2021

Tractable Computation of Expected Kernels by Circuits

Yahoo! Research Seminar

Apr 29, 2021 Online

PDF Slides

Tractable Computation of Expected Kernels by Circuits

Alan Turing Institute

Apr 21, 2021 Online

PDF Slides

2020

Probabilistic Inference with Algebraic Constraints: Theoretical Limits and Practical Approximations

NeurIPS 2020

Dec 10, 2020 7:30 AM — 7:40 AM Online

Relax, Compensate and then Integrate

DeCoDeML Workshop at ECML-PKDD 2020

Sep 14, 2020 11:20 AM — 11:40 AM Online

Scaling up Hybrid Probabilistic Inference with Logical and Arithmetic Constraints via Message Passing

ICML 2020

Jul 15, 2020 8:00 AM Online

2019

Efficient search-based weighted model integration

KR2ML Workshop at NeurIPS 2019

Jun 14, 2019 9:05 AM Long Beach

2018

Stein variational message passing for continuous graphical models

ICML 2018

Jul 12, 2018 5:50 AM — 6:00 AM Stockholmsmässan, Stockholm