Unsupervised Learning by Program Synthesis
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Armando Solar-Lezama | Joshua B. Tenenbaum | Kevin Ellis | J. Tenenbaum | Armando Solar-Lezama | Kevin Ellis
[1] Ting Li,et al. Comparing machines and humans on a visual categorization test , 2011, Proceedings of the National Academy of Sciences.
[2] John R. Koza,et al. Genetic programming - on the programming of computers by means of natural selection , 1993, Complex adaptive systems.
[3] E. Spelke,et al. Core Knowledge of Geometry in an Amazonian Indigene Group , 2006, Science.
[4] Timothy O'Donnell,et al. Productivity and Reuse in Language: A Theory of Linguistic Computation and Storage , 2015 .
[5] Joshua B. Tenenbaum,et al. Church: a language for generative models , 2008, UAI.
[6] Emina Torlak,et al. Growing solver-aided languages with rosette , 2013, Onward!.
[7] Yoshua Bengio,et al. Gradient-based learning applied to document recognition , 1998, Proc. IEEE.
[8] Pierre Pica,et al. Core knowledge of geometry in an Amazonian indigene group. , 2006, Science.
[9] Mikko Kurimo,et al. Morfessor 2.0: Python Implementation and Extensions for Morfessor Baseline , 2013 .
[10] Alex Graves,et al. DRAW: A Recurrent Neural Network For Image Generation , 2015, ICML.
[11] Sumit Gulwani,et al. Automating string processing in spreadsheets using input-output examples , 2011, POPL '11.
[12] Ray J. Solomonoff,et al. A Formal Theory of Inductive Inference. Part II , 1964, Inf. Control..
[13] Constantine Lignos,et al. Investigating the Relationship Between Linguistic Representation and Computation through an Unsupervised Model of Human Morphology Learning , 2010 .
[14] Sumit Gulwani,et al. Inductive programming meets the real world , 2015, Commun. ACM.
[15] Armando Solar-Lezama,et al. Program synthesis by sketching , 2008 .
[16] Sumit Gulwani,et al. Synthesis of loop-free programs , 2011, PLDI '11.
[17] Joshua B. Tenenbaum,et al. One-shot learning by inverting a compositional causal process , 2013, NIPS.
[18] James L. McClelland,et al. On learning the past-tenses of English verbs: implicit rules or parallel distributed processing , 1986 .
[19] Alexander Aiken,et al. Stochastic superoptimization , 2012, ASPLOS '13.
[20] Michael I. Jordan,et al. Learning Programs: A Hierarchical Bayesian Approach , 2010, ICML.
[21] B. Hayes,et al. Rules vs. analogy in English past tenses: a computational/experimental study , 2003, Cognition.
[22] James L. McClelland,et al. Parallel distributed processing: explorations in the microstructure of cognition, vol. 1: foundations , 1986 .
[23] Robert C. Bolles,et al. Random sample consensus: a paradigm for model fitting with applications to image analysis and automated cartography , 1981, CACM.
[24] Nikolaj Bjørner,et al. Z3: An Efficient SMT Solver , 2008, TACAS.
[25] David C. Plaut,et al. Quasiregularity and Its Discontents: The Legacy of the Past Tense Debate , 2014, Cogn. Sci..
[26] Yarden Katz,et al. Modeling Semantic Cognition as Logical Dimensionality Reduction , 2008 .
[27] John A. Goldsmith,et al. Unsupervised Learning of the Morphology of a Natural Language , 2001, CL.
[28] Ray J. Solomonoff,et al. A Formal Theory of Inductive Inference. Part I , 1964, Inf. Control..