Talks and Presentations

Tackling Bias and Uncertainty with Tractable Probabilistic Reasoning

Oct 2024 — Dr. Frederica Darema Lecture Series, Illinois Institute of Technology

Logic and Probabilistic Circuits

Aug 2023 — Tutorial, Logic and Algorithms in Database Theory and AI Boot Camp

Probabilistic Reasoning and Learning for Trustworthy AI

Nov 2023 — Workshop on Metacognitive Prediction of AI Behavior
Jun 2023 — CSE Seminar, Seoul National University

Tractable Inference with Probabilistic Circuits

Jun 2023 — Dagstuhl Seminar on Scalable Analysis of Probabilistic Models and Programs

Probabilistic Circuits: Representations, Learning, and Reasoning

Dec 2022 — Tutorial, the Conference on Neural Information Processing Systems (NeurIPS 2022)

Exact Inference of “Harder” Queries on Probabilistic Circuits

Apr 2022 — Dagstuhl Seminar on Recent Advancements in Tractable Probabilistic Inference

Tractable Probabilistic Reasoning for Trustworthy AI

2022 — Purdue University
2022 — Johns Hopkins University
2022 — Emory University
2022 — Washington University in St. Louis
2022 — Arizona State University
2022 — University of Chicago
2022 — University of Illinois Chicago
2022 — California Institute of Technology
2021 — CAIDA seminar, University of British Columbia
2021 — Knowledge Representation Group, University of Toronto
2021 — Aalto Seminar on Advances in Probabilistic Machine Learning

Probabilistic Circuits: Representations, Inference, Learning and Theory

Jan 2021 — Tutorial, the International Joint Conference on Artificial Intelligence (IJCAI 2020)
Sep 2020 — Tutorial, the European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML-PKDD 2020)
Aug 2020 — Tutorial, the European Conference on Artificial Intelligence (ECAI 2020)
May 2020 — UCLA CS 201 Seminar

Probabilistic Circuits: Representations, Inference, Learning and Applications

Feb 2020 — Tutorial, the 34th AAAI Conference on Artificial Intelligence

Reasoning about Decision-Making Systems under Uncertainty

Dec 2019 — DTAI Seminar at KU Leuven

Probabilistic Circuit Languages

Dec 2019 — KOCOON Workshop on Knowledge Compilation

Using Knowledge Compilation to Solve PP^PP-Complete Problems

Sep 2017 — Dagstuhl Seminar on Recent Trends in Knowledge Compilation