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"Name That Song!" A Probabilistic Approach to Querying on Music and Text.

, and . NIPS, page 1505-1512. MIT Press, (2002)

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Learning to Learn for Global Optimization of Black Box Functions., , , , , and . CoRR, (2016)Efficient Learning of Practical Markov Random Fields with Exact Inference., , and . CoRR, (2013)Recklessly Approximate Sparse Coding, and . CoRR, (2012)Proceedings of the Twenty-Eighth Conference on Uncertainty in Artificial Intelligence (2012), and . CoRR, (2013)New inference strategies for solving Markov Decision Processes using reversible jump MCMC, , , and . CoRR, (2012)Learning Where to Attend with Deep Architectures for Image Tracking., , , and . Neural Comput., 24 (8): 2151-2184 (2012)Learning Deep Features in Instrumental Variable Regression., , , , , and . CoRR, (2020)Linear and Parallel Learning of Markov Random Fields., , and . ICML, volume 32 of JMLR Workshop and Conference Proceedings, page 199-207. JMLR.org, (2014)Herded Gibbs Sampling, , , , , and . ICLR, (2013)The Intentional Unintentional Agent: Learning to Solve Many Continuous Control Tasks Simultaneously., , , , , and . CoRL, volume 78 of Proceedings of Machine Learning Research, page 207-216. PMLR, (2017)