Talks

Invited TalkNov 2019

Emerging Challenges in Data Management and AI (DMAI)

Invited TutorialSep 2019
Invited TutorialSep 2019
Invited TalkApr 2019
Slides

Towards a New Synthesis of Reasoning and Learning

Northeastern University, Khoury College of Computer Sciences

Invited TalkApr 2019
Invited TalkMar 2019
Invited TalkFeb 2019
Invited TalkMay 2018
Slides

Probabilistic Circuits: A New Synthesis of Logic and Machine Learning

Computer Science Department, University of California, San Diego

Panelist2018

Women & Philanthropy Spring Event on Artificial Intelligence, University of California, Los Angeles

Talk2017
Slides

PSDDs for Tractable Learning in Structured and Unstructured Spaces

Computer Science Department, University of British Columbia

Invited Talk2017
Slides

Tractable Learning in Structured Probability Spaces

Statistics Department Seminar, UCLA

Invited Talk2016
Slides

Tractable Learning in Structured Probability Spaces

DTAI Seminar, KU Leuven, Belgium

Invited Tutorial2015

An Overview of Statistical Relational Learning

Alberto Mendelzon Graduate School on Data Management, Lima, Peru

Invited Talk2015
Slides

Scalable Inference and Learning for High-Level Probabilistic Models

Department of Computer Science, Cornell University

Invited Talk2015
Invited Talk2015

Scalable Inference and Learning for High-Level Probabilistic Models ( video)

Department of Computer Science & Engineering, University of Washington, Seattle

Invited Talk2015
Slides

Scalable Inference and Learning for High-Level Probabilistic Models

Department of Computer Science, University of Southern California

Invited Talk2015
Slides

Scalable Inference and Learning for High-Level Probabilistic Models

Department of Computer Science, University of California, Irvine

Invited Talk2015
Slides

Scalable Inference and Learning for High-Level Probabilistic Models

Cheriton School of Computer Science, University of Waterloo

Invited Talk2015
Slides

Scalable Inference and Learning for High-Level Probabilistic Models

Computer Sciences Department, University of Wisconsin-Madison

Invited Talk2015
Slides

Scalable Inference and Learning for High-Level Probabilistic Models

Department of Computer Science, Tufts University

Invited Talk2015
Slides

Scalable Inference and Learning for High-Level Probabilistic Models

Department of Computer Science and Informatics, Indiana University, Bloomington

Invited Talk2015
Slides

Scalable Inference and Learning for High-Level Probabilistic Models

School of Computer and Communication Sciences, École Polytechnique Fédérale de Lausanne

Invited Talk2015
Slides

Scalable Inference and Learning for High-Level Probabilistic Models

Computer Science Department, University of California, Los Angeles

Talk2015
Slides

On the Role of Canonicity in Knowledge Compilation

AAAI Conference on Artificial Intelligence, Austin, Texas,

Talk2015
Slides

Lifted Probabilistic Inference for Asymmetric Graphical Models

AAAI Conference on Artificial Intelligence, Austin, Texas,

Invited Talk2014

ECCAI Dissertation Award Ceremony at the European Conference on Artificial Intelligence (ECAI), , Prague, Czech Republic

Invited Talk2014

Scientific prize IBM Belgium for Informatics Award Ceremony, IBM, Brussels, Belgium

Invited Talk2014

Lifted Inference and Learning in Statistical Relational Models,

Center for Data Science, University of Washington, Tacoma

Talk2013

On the Complexity and Approximation of Binary Evidence in Lifted Inference ( video)

Annual Conference on Neural Information Processing Systems (NIPS), Lake Tahoe

Talk2012
Slides

Recent advances in lifted inference at Leuven

Spring Workshop on Mining and Learning, Bad Neuenahr, Germany

Talk2011

On the Completeness of First-Order Knowledge Compilation for Lifted Probabilistic Inference ( video)

25th Annual Conference on Neural Information Processing Systems (NIPS), Granada, Spain

Talk2011
Slides

Probabilistic programming in Scala

BeScala Meet-up, Belgium

Talk2010
Slides

DTProbLog: A Decision-Theoretic Probabilistic Prolog

Twenty-fourth AAAI Conference on Artificial Intelligence, Atlanta