Presentations and Authors

Last name A B C D E F G H I J K L M N O P Q R S T U V W X Y Z All

Cognitive Computing for Augmented Human Intelligence

Using Syntactic Features in Answer Reranking PDF
Jakob Grundström, Pierre Nugues
Visual Entity Linking: A Preliminary Study PDF
Rebecka Weegar, Linus Hammarlund, Agnes Tegen, Magnus Oskarsson, Kalle Åström, Pierre Nugues

Discovery Informatics

Discovery of Damage Patterns in Fuel Cell and Earthquake Occurrence Patterns by Co-Occurring Cluster Mining PDF
Ken-ichi Fukui, Daiki Inaba, Masayuki Numao

Intelligent Cinematography and Editing

Robust Locally Weighted Regression for Aesthetically Pleasing Region-of-Interest Video Generatioin PDF
Daniel Jeffrey Couturier, Daniel DeTone, Homer Neal

Machine Learning for Interactive Systems

Solving 3D mazes with Machine Learning and Humanoid Robots PDF
Vishnu K. Nath, Stephen E. Levinson
Learning an Optimal Sequence of Questions for the Disambiguation of Queries over Structured Data PDF
Achim Rettinger, Alexander Hagemann, Matthias Nickles

Modern Artificial Intelligence for Health Analytics

Learning a Cost Function for Interactive Microscope Image Segmentation PDF
Sharmin Nilufar, Theodore J. Perkins

Multiagent Interaction without Prior Coordination

Communication-Restricted Exploration for Robot Teams PDF
Elizabeth A. Jensen, Ernesto Nunes, Maria Gini
Robustness of Optimality of Exploration Ratio against Agent Population in Multiagent Learning for Nonstationary Environments PDF
Itsuki Noda

Multidisciplinary Workshop on Advances in Preference Handling

Controlling Elections by Replacing Candidates: Theoretical and Experimental Results PDF
Andrea Loreggia, Nina Narodytska, Francesca Rossi, K. Brent Venable, Toby Walsh

Semantic Cities: Beyond Open Data to Models, Standards and Reasoning

An Ontology for Open 311 Data PDF
Soroosh Nalchigar, Mark S. Fox

Statistical Relational AI

Organizers PDF
Sriraam Natarajan
Preface PDF
Guy Van den Broeck, Kristian Kersting, Sriraam Natarajan, David Poole
Relational Logistic Regression: The Directed Analog of Markov Logic Networks PDF
Seyed Mehran Kazemi, David Buchman, Kristian Kersting, Sriraam Natarajan, David Poole
Classification from One Class of Examples for Relational Domains PDF
Tushar Khot, Sriraam Natarajan, Jude Shavlik
Automated Debugging with Tractable Probabilistic Programming PDF
Aniruddh Nath, Pedro M. Domingos
Learning Tractable Statistical Relational Models PDF
Aniruddh Nath, Pedro M. Domingos
Tractable Probabilistic Knowledge Bases: Wikipedia and Beyond PDF
Mathias Niepert, Pedro Domingos
A Sparse Parameter Learning Method for Probabilistic Logic Programs PDF
Masaaki Nishino, Akihiro Yamamoto, Masaaki Nagata
A Deeper Empirical Analysis of CBP Algorithm: Grounding Is the Bottleneck PDF
Shrutika Poyrekar, Sriraam Natarajan, Kristian Kersting
WOLFE: Strength Reduction and Approximate Programming for Probabilistic Programming PDF
Sebastian Robert Riedel, Sameer Singh, Vivek Srikumar, Tim Rocktaeschel, Larysa Visengeriyeva, Jan Noessner