UAI - Conferences on Uncertainty in Artificial Intelligence
Конференции по неопределенности в области искусственного интеллекта (UAI) являются основным международным форумом для представления новых результатов по исследованиям, посвященным представлению знаний, выводу, обучению и принятию решений в условиях неопределенности в области искусственного интеллекта.
Учредитель: Конференции организуются Ассоциацией по неопределенности в области искусственного интеллекта (Association for Uncertainty in Artificial Intelligence - AUAI) в кооперации со спонсорами: Microsoft Research, IBM Research, Artificial Intelligence Journal (www.elsevier.com/locate/artint), Facebook Inc., Google Inc.
Конференции проводятся ежегодно с 1985 года, часто в комплексе с другими конференциями.
В ходе конференций проходят пленарные и секционные доклады, сообщения со стендовыми докладами, семинары (Workshops), практические занятия (Tutorials).
Официальный сайт конференций: http://www.auai.org/
Facebook: https://www.facebook.com/UncertaintyInAI
The AUAI Board | AUAI Wiki |
Все материалы конференций полностью доступны дистанционно в виде трудов конференций, докладов.
The Conference on Uncertainty in Artificial Intelligence (UAI) is one of the premier international conferences on research related to knowledge representation, learning, and reasoning in the presence of uncertainty.
Most UAI conference papers are available in electronic form at the online UAI proceedings archive.
Примерная тематика конференций:
■ Algorithms
- Approximate Inference
- Belief Propagation
- Distributed and Parallel
- Exact Inference
- Graph Theory
- Heuristics
- MCMC methods
- Optimization
- Software and Tools
■ Application
- Biology
- Databases
- Decision Support
- Diagnosis and Reliability
- Economics
- Education
- General
- Medicine
- Planning and Control
- Privacy and Security
- Robotics
- Sensor Data
- Social Network Analysis
- Speech
- Sustainability and Climate
- Text and Web Data
- User Models
- Vision
■ Data
- Big Data
- Multivariate
- Relational
- Spatial
- Temporal or Sequential
■ Learning
- Active Learning
- Classification
- Clustering
- Deep Learning
- General
- Nonparametric Bayes
- Online and Anytime Learning
- Parameter Estimation
- Probabilistic Generative Models
- Ranking
- Recommender Systems
- Regression
- Reinforcement Learning
- Relational Learning
- Scalability
- Semi-Supervised Learning
- Structure Learning
- Structured Prediction
- Theory
- Unsupervised
■ Methodology
- Bayesian Methods
- Calibration
- Elicitation
- Evaluation
- Human Expertise and Judgement
- Probabilistic Programming
■ Models
- Bayesian Networks
- Directed Graphical Models
- Dynamic Bayesian Networks
- Markov Decision Processes
- Mixed Graphical Models
- Topic Models
- Undirected Graphical Models
■ Principles
- Causality
- Cognitive Models
- Decision Theory
- Game Theory
- Information Theory
- Probability Theory
- Statistical Theory
■ Representation
- Constraints
- Dempster-Shafer
- Fuzzy Logic
- Influence Diagrams
- Non-Probabilistic Frameworks
- Probabilistic
Предстоящие и прошедшие конференции (и их материалы) / Future and Last Conferences:
UAI-2017 33rd Conference on Uncertainty in Artificial Intelligence, August 11-15, 2017, Sydney, Australia
Program Committee | Call for Papers | Invited Speakers | Booklet |
UAI-2016 32nd Conference on Uncertainty in Artificial Intelligence, June 25-29, 2016, Jersy City, NJ, USA
The conference was located close in time and location with the ICML 2016 (June 19-24, 2016 in New York, NY) conference and the Conference on Learning Theory (June 23-26, New York NY).
Program Overview | Invited Speakers |
UAI-2015 31st Conference on Uncertainty in Artificial Intelligence, July 12-16, 2015, Amsterdam, The Netherlands
General Chair: Jin Tian, Iowa State University, USA
| Program Committee | Program Overview | Invited speakers | Workshops | Tutorials |
Proceedings | Full proceedings book (pdf, 51MB). Edited by Marina Meila (University of Washington, USA), Tom Heskes (Radboud University, Netherlands)
Workshops:
■ UAI 2015 “Bayesian Applications” Workshop - BMAW-2015 “Bayesian Modeling Applications” Workshop
The Twelfth Annual Bayesian Modeling Applications Workshop will provide a forum for exchange about real-world problems among applications practitioners, tool developers, and researchers. The aim of the workshop is to foster discussion on the challenges of building applications whilst considering stakeholders, user interaction, tools, knowledge elicitation, learning, validation, system integration, and deployment.
Call for Papers
■ StarAI 2015 Fifth International Workshop on Statistical Relational AI
■ UAI 2015 “Advances in Causal Inference” Workshop
Call for Papers | Papers
The conference was held close in time and location with the ICML 2015 (July 6-11, 2015 in Lille, France) and EMS 2015 (July 6-10, 2015 in Amsterdam, The Netherlands) conferences.
UAI-2014 30th Conference on Uncertainty in Artificial Intelligence, July 23-27, 2014, Québec City, Québec, Canada
General Chair: Ann Nicholson, Monash University/Bayesian Intelligence, Australia
Jin Tian and Nevin L. Zhang (Program Co-Chairs)
Schedule Overview | Schedule - Main Conference | Tutorials | Workshops | Accepted Papers | Invited Speakers | Inference Competition | Proceedings (pdf) | Proceedings |
UAI-2013 29th Conference on Uncertainty in Artificial Intelligence, July 11-15, 2013, Bellevue, Washington, USA
Schedule Overview | Schedule - Main Conference | Schedule - Workshops | Booklet | Accepted Papers | Tutorials | Invited Speakers | Workshops |
Proceedings (pdf) | Proceedings of the Twenty-Ninth Conference
Slides for UAI tutorials are available here. Download the most up-to-date UAI 2013 Proceedings here or individual accepted papers here.
The conference was located close in time and location with the AAAI 2013 conference
UAI-2012 28th Conference on Uncertainty in Artificial Intelligence, Aug 14-18, 2012, Catalina Island, California, USA
Proceedings of the Twenty-Eighth Conference / Edited By: Nando de Freitas, Kevin Murphy
UAI-2011 27th Conference on Uncertainty in Artificial Intelligence, July 14-17, 2011, Barcelona, Spain
Proceedings of the Twenty-Seventh Conference / Edited By: Fabio Cozman, Avi Pfeffer
UAI-2010 26th Conference on Uncertainty in Artificial Intelligence, July 8-11, 2010, Catalina Island, California, USA
Proceedings of the Twenty-Sixth Conference / Edited By: Peter Grunwald, Peter Spirtes
UAI-2009 25th Conference on Uncertainty in Artificial Intelligence, June 18-21, 2009, Montreal, QC, Canada
UAI 2009 Conference | Proceedings of the Twenty-Fifth Conference / Edited By: Jeff Bilmes, Andrew Ng
UAI-2008 24th Conference on Uncertainty in Artificial Intelligence, July 9-12, 2008, Helsinki, Finland
UAI 2008 Conference | Proceedings of the Twenty-Fourth Conference / Edited By: David McAllester, Petri Myllymaki
UAI-2007 23rd Conference on Uncertainty in Artificial Intelligence, July 19-22, 2007, Vancouver, BC, Canada
UAI 2007 Conference | Proceedings of the Twenty-Third Conference / Edited By: Ron Parr, Linda van der Gaag
Co-located events:
AAAI 2007 July 22-26
IAAI 2007 July 22-26
JCDL 2007 June 17-23
UAI-2006 22nd Conference on Uncertainty in Artificial Intelligence, July 13-16, 2006, Cambridge, Massachusetts, USA
UAI 2006 Conference | Proceedings of the Twenty-Second Conference / Edited By: Rina Dechter, Thomas Richardson
UAI-2005 21st Conference on Uncertainty in Artificial Intelligence, July 26-29, 2005, Edinburgh, Scotland, UK
Proceedings of the Twenty-First Conference / Edited By: Fahiem Bacchus, Tommi Jaakkola
UAI-2004 20th Conference on Uncertainty in Artificial Intelligence, July 7-11, 2004, Banff, Alberta, Canada
Proceedings of the Twentieth Conference / Edited By: Christopher Meek, Joseph Halpern
Co-located events:
COLT-2004 the Computational Learning Theory (COLT) conference
ICML-2004 the International Conference on Machine learning
UAI-2003 19th Conference on Uncertainty in Artificial Intelligence, Aug 7-10, 2003, Acapulco, Mexico
Tutorials | Invited Speakers | Technical Program | Applications Workshop
Proceedings of the Nineteenth Conference / Edited By: Christopher Meek, Uffe Kjærulff
UAI-2002 18th Conference on Uncertainty in Artificial Intelligence, August 1-4, 2002, Edmonton, Alberta, Canada
Proceedings of the Eighteenth Conference / Edited By: Adnan Darwiche, Nir Friedman
Edmonton 2002 Conferences
AAAI/KDD/UAI Joint Workshop
AAAI-02 (July 28-August 1)
KDD (July 23-25),
ISMB (August 3-7).
UAI-2001 17th Conference on Uncertainty in Artificial Intelligence, August 2-5, 2001, Seattle, Washington, USA
Proceedings of the Seventeenth Conference / Edited By: John Breese, Daphne Koller
UAI-2000 16th Conference on Uncertainty in Artificial Intelligence, June 30 – July 3, 2000, Stanford, California, USA
Proceedings of the Sixteenth Conference / Edited By: Craig Boutilier, Moises Goldszmidt
UAI-1999 15th Conference on Uncertainty in Artificial Intelligence, July 30 – August 1, 1999, Stockholm, Sweden
Proceedings of the Fifteenth Conference / Edited By: Kathryn Laskey, Henri Prade
UAI-1998 14th Conference on Uncertainty in Artificial Intelligence, July 24-26, 1998, Madison, Wisconsin, USA
Proceedings of the Fourteenth Conference / Edited By: Gregory Cooper, Serafin Moral
UAI-1997 13th Conference on Uncertainty in Artificial Intelligence, August 1-3, 1997, Providence, Rhode Island, USA
Proceedings of the Thirteenth Conference / Edited By: Dan Geiger, Prakash Shenoy
UAI-1996 12th Conference on Uncertainty in Artificial Intelligence, August 1- 4, 1996, Portland, Oregon, USA
Proceedings of the Twelfth Conference / Edited By: Eric Horvitz, Finn Jensen
UAI-1995 11th Conference on Uncertainty in Artificial Intelligence, August 18-20, 1995, Montreal, , QU, Canada
Proceedings of the Eleventh Conference / Edited By: Philippe Besnard, Steve Hanks
UAI-1994 10th Conference on Uncertainty in Artificial Intelligence, July 29-31, 1994, Seattle, Washington,, USA
Proceedings of the Tenth Conference / Edited By: Ramon Lopez de Mantaras, David Poole
UAI-1993 9th Conference on Uncertainty in Artificial Intelligence, July 9-11, 1993, Washington, DC, USA
Proceedings of the Ninth Conference / Edited By: David Heckerman, E. Mamdani
UAI-1992 8th Conference on Uncertainty in Artificial Intelligence, July 17-19, 1992, Stanford, California, USA
Proceedings of the Eighth Conference / Edited By: Didier Dubois, Michael Wellman, Bruce D'Ambrosio, Philippe Smets
UAI-1991 7th Conference on Uncertainty in Artificial Intelligence, July 13-15, 1991, Los Angeles, California, USA
Proceedings of the Seventh Conference / Edited By: Bruce D'Ambrosio, Philippe Smets, Piero Bonissone
UAI-1990 6th Conference on Uncertainty in Artificial Intelligence, July 27-29, 1990, Cambridge, Massachusetts, USA
Uncertainty in Artificial Intelligence 6
Proceedings of the Sixth Conference / Edited By: Piero Bonissone, Max Henrion, Laveen Kanal, John Lemmer
UAI-1989 5th Conference on Uncertainty in Artificial Intelligence, August 18-20, 1989, Windsor, Ontario, Canada
Uncertainty in Artificial Intelligence 5
Proceedings of the Fifth Conference / Edited By: Max Henrion, Ross Shachter, Laveen Kanal, John Lemmer
UAI-1988 4th Conference on Uncertainty in Artificial Intelligence, July 10-12, 1988, Minneapolis, Minnesota, USA
Uncertainty in Artificial Intelligence 4
Proceedings of the Fourth Conference / Edited By: Ross Shachter, Tod Levitt, Laveen Kanal, John Lemmer
UAI-1987 3rd Conference on Uncertainty in Artificial Intelligence, July 10-12, 1987, Seattle, Washington, USA
Uncertainty in Artificial Intelligence 3
Proceedings of the Third Conference / Edited By: John Lemmer, Tod Levitt, Laveen Kanal
UAI-1986 2nd Conference on Uncertainty in Artificial Intelligence, August 8-10, 1986, Philadelphia, Pennsylvania, USA
Uncertainty in Artificial Intelligence 2
Proceedings of the Second Conference / Edited By: Laveen Kanal, John Lemmer
UAI-1985 1st Conference on Uncertainty in Artificial Intelligence, July 10-12, 1985, Los Angeles, California, USA
Uncertainty in Artificial Intelligence
Proceedings of the First Conference / Edited By: Laveen Kanal, John Lemmer
