Result 1 to 20 of 114 total
Invited talk: increasing representational power and scaling inference in reinforcement learning. (English)
Sanner, Scott (ed.) et al., Recent advances in reinforcement learning. 9th European workshop, EWRL 2011, Athens, Greece, September 9‒11, 2011. Revised selected papers. Berlin: Springer (ISBN 978-3-642-29945-2/pbk). Lecture Notes in Computer Science 7188. Lecture Notes in Artificial Intelligence, 2 (2012).
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Gradient-based boosting for statistical relational learning: the relational dependency network case. (English)
Mach. Learn. 86, No. 1, 25-56 (2012).
2
Descriptive matrix factorization for sustainability. Adopting the principle of opposites. (English)
Data Min. Knowl. Discov. 24, No. 2, 325-354 (2012).
3
Decision-theoretic planning with generalized first-order decision diagrams. (English)
Artif. Intell. 175, No. 18, 2198-2222 (2011).
4
Efficient sequential clamping for lifted message passing. (English)
Bach, Joscha (ed.) et al., KI 2011: Advances in artificial intelligence. 34th annual German conference on AI, Berlin, Germany, October 4‒7,2011. Proceedings. Berlin: Springer (ISBN 978-3-642-24454-4/pbk). Lecture Notes in Computer Science 7006. Lecture Notes in Artificial Intelligence, 122-133 (2011).
5
Larger residuals, less work: Active document scheduling for latent Dirichlet allocation. (English)
Gunopulos, Dimitrios (ed.) et al., Machine learning and knowledge discovery in databases. European conference, ECML PKDD 2011, Athens, Greece, September 5‒9, 2011. Proceedings, Part III. Berlin: Springer (ISBN 978-3-642-23807-9/pbk). Lecture Notes in Computer Science 6913. Lecture Notes in Artificial Intelligence, 475-490 (2011).
6
Perception beyond the here and now (English)
IEEE Computer 44, No. 2, 86-88 (2011).
7
Larger residuals, less work: active document scheduling for latent Dirichlet allocation (English)
ECML/PKDD (3), 475-490 (2011).
8
Multi-evidence lifted message passing, with application to pagerank and the Kalman filter (English)
IJCAI, 1152-1158 (2011).
9
Imitation learning in relational domains: A functional-gradient boosting approach (English)
IJCAI, 1414-1420 (2011).
10
Markov logic sets: towards lifted information retrieval using pagerank and label propagation (English)
AAAI (2011).
11
More influence means less work: fast latent Dirichlet allocation by influence scheduling (English)
CIKM, 2273-2276 (2011).
12
Probabilistic inductive querying using {\tt ProbLog}. (English)
Džeroski, Sašo (ed.) et al., Inductive databases and constraint-based data mining. New York, NY: Springer (ISBN 978-1-4419-7737-3/hbk; 978-1-4419-7738-0/ebook). 229-262 (2010).
14
Exploiting causal independence in Markov logic networks: combining undirected and directed models. (English)
Balcázar, José Luis (ed.) et al., Machine learning and knowledge discovery in databases. European conference, ECML PKDD 2010, Barcelona, Spain, September 20‒24, 2010. Proceedings, Part II. Berlin: Springer (ISBN 978-3-642-15882-7/pbk). Lecture Notes in Computer Science 6322. Lecture Notes in Artificial Intelligence, 434-450 (2010).
15
Exploration in relational worlds. (English)
Balcázar, José Luis (ed.) et al., Machine learning and knowledge discovery in databases. European conference, ECML PKDD 2010, Barcelona, Spain, September 20‒24, 2010. Proceedings, Part II. Berlin: Springer (ISBN 978-3-642-15882-7/pbk). Lecture Notes in Computer Science 6322. Lecture Notes in Artificial Intelligence, 178-194 (2010).
16
Fast active exploration for link-based preference learning using Gaussian processes. (English)
Balcázar, José Luis (ed.) et al., Machine learning and knowledge discovery in databases. European conference, ECML PKDD 2010, Barcelona, Spain, September 20‒24, 2010. Proceedings, Part III. Berlin: Springer (ISBN 978-3-642-15938-1/pbk). Lecture Notes in Computer Science 6323. Lecture Notes in Artificial Intelligence, 499-514 (2010).
17
Topic models conditioned on relations. (English)
Balcázar, José Luis (ed.) et al., Machine learning and knowledge discovery in databases. European conference, ECML PKDD 2010, Barcelona, Spain, September 20‒24, 2010. Proceedings, Part III. Berlin: Springer (ISBN 978-3-642-15938-1/pbk). Lecture Notes in Computer Science 6323. Lecture Notes in Artificial Intelligence, 402-417 (2010).
18
Social network mining with nonparametric relational models. (English)
Giles, Lee (ed.) et al., Advances in social network mining and analysis. Second international workshop, SNAKDD 2008, Las Vegas, NV, USA, August 24‒27, 2008. Revised selected papers. Berlin: Springer (ISBN 978-3-642-14928-3/pbk). Lecture Notes in Computer Science 5498, 77-96 (2010).
19
ILP, the blind, and the elephant: Euclidean embedding of co-proven queries. (English)
De Raedt, Luc (ed.), Inductive logic programming. 19th international conference, ILP 2009, Leuven, Belgium, July 02‒04, 2009. Revised papers. Berlin: Springer (ISBN 978-3-642-13839-3/pbk). Lecture Notes in Computer Science 5989. Lecture Notes in Artificial Intelligence, 209-216 (2010).
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