Statistical Relational Learning Research Meeting

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Schedule for Fall 2010

Date

Time

Place

Agenda

12/15/2010

4PM

ENS 32NEA

Ni Lao, Jun Zhu, Liu Liu, Yandong Liu and William W. Cohen
Efficient Relational Learning with Hidden Variable Detection
NIPS 2010

12/01/2010

4PM

ENS 32NEA

Manfred Jaegar
Relational Bayesian Networks
UAI 1997

Additional Reading (not required for the meeting):
Manfred Jaegar
Parameter Learning for Relational Bayesian Networks
ICML 2007

11/17/2010

4PM

ENS 32NEA

David Poole
Representing Bayesian Networks within Probabilistic Horn Abduction
Uncertainty in Artificial Intelligence 1991

Longer Journal Version:
Probabilistic Horn Abduction and Bayesian Networks
Artificial Intelligence 1993

11/3/2010

4PM

ENS 32NEA

Mustafa Bilgic and Lise Getoor
Active Inference for Collective Classification
AAAI 2010

Mustafa Bilgic and Lise Getoor
Active Learning for Networked Data
ICML 2010

10/20/2010

4PM

ENS 32NEA

Liem Ngo and Peter Haddaway
Answering Queries from Context-Sensitive Probabilistic Knowledge Bases
Theoretical Computer Science, 1997

10/6/2010

4PM

ENS 32NEA

Dafna Shahaf, Carlos Guestrin
Connecting the Dots Between News Articles, KDD 2010 (Best Paper)

9/22/2010

4PM

ENS 32NEA

Stanley Kok, Pedro Domingos
Learning Markov Logic Networks Using Structural Motifs, ICML 2010