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ICML 2015 and Machine Learning Research at Google

Sunday, July 5, 2015

Posted by Corinna Cortes, Head, Google Research NY2015 International Conference on Machine LearningInternational Machine Learning SocietyblueICML Program CommitteeArea Chair - Corinna Cortes & Samy BengioIMLS Board Member - Corinna CortesPapers:Learning Program Embeddings to Propagate Feedback on Student CodeChris Piech, Jonathan Huang, Andy Nguyen, Mike Phulsuksombati, Mehran Sahami, Leonidas GuibasBilBOWA: Fast Bilingual Distributed Representations without Word AlignmentsStephan Gouws, Yoshua Bengio, Greg CorradoAn Empirical Exploration of Recurrent Network ArchitecturesRafal Jozefowicz, Wojciech Zaremba, Ilya SutskeverBatch Normalization: Accelerating Deep Network Training by Reducing Internal Covariate ShiftSergey Ioffe, Christian SzegedyDRAW: A Recurrent Neural Network For Image GenerationKarol Gregor, Ivo Danihelka, Alex Graves, Danilo Rezende, Daan WierstraVariational Inference with Normalizing FlowsDanilo Rezende, Shakir MohamedStructural Maxent ModelsCorinna Cortes, Vitaly Kuznetsov, Mehryar Mohri, Umar SyedWeight Uncertainty in Neural NetworkCharles Blundell, Julien Cornebise, Koray Kavukcuoglu, Daan WierstraMADE: Masked Autoencoder for Distribution EstimationMathieu Germain, Karol Gregor, Iain Murray, Hugo LarochelleFictitious Self-Play in Extensive-Form GamesJohannes Heinrich, Marc Lanctot, David SilverUniversal Value Function ApproximatorsTom Schaul, Daniel Horgan, Karol Gregor, David SilverWorkshops:Extreme Classification: Learning with a Very Large Number of LabelsSamy Bengio - Organizing CommitteeMachine Learning for EducationJonathan Huang - Organizing CommitteeWorkshop on Machine Learning Open Source Software 2015: Open EcosystemsIan Goodfellow - Program CommitteeMachine Learning for Music RecommendationPhilippe Hamel - Invited SpeakerLarge-Scale Kernel Learning: Challenges and New OpportunitiesPoster - Just-In-Time Kernel Regression for Expectation PropagationWittawat Jitkrittum, Arthur Gretton, Nicolas Heess, S.M. Ali Eslami, Balaji Lakshminarayanan, Dino Sejdinovic, Zoltan SzaboEuropean Workshop on Reinforcement Learning (EWRL)Rémi Munos - Organizing CommitteeDavid Silver - KeynoteWorkshop on Deep LearningGeoff Hinton - OrganizerTara Sainath, Oriol Vinyals, Ian Goodfellow, Karol Gregor - Invited SpeakersPoster - A Neural Conversational Model Oriol Vinyals, Quoc LeOral Presentation - Massively Parallel Methods for Deep Reinforcement LearningArun Nair, Praveen Srinivasan, Sam Blackwell, Cagdas Alcicek, Rory Fearon, Alessandro De Maria, Vedavyas Panneershelvam, Mustafa Suleyman, Charles Beattie, Stig Petersen, Shane Legg, Volodymyr Mnih, Koray Kavukcuoglu, David Silver