Improved asynchronous parallel optimization analysis for stochastic incremental methods von Leblond, Rémi, Pedregosa, Fabian, Lacoste-Julien, Simon

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Grandmaster level in StarCraft II using multi-agent reinforcement learning von Vinyals, Oriol, Babuschkin, Igor, Czarnecki, Wojciech M., Mathieu, Michaël, Dudzik, Andrew, Chung, Junyoung, Choi, David H., Powell, Richard, Ewalds, Timo, Georgiev, Petko, Oh, Junhyuk, Horgan, Dan, Kroiss, Manuel, Danihelka, Ivo, Huang, Aja, Sifre, Laurent, Cai, Trevor, Agapiou, John P., Jaderberg, Max, Vezhnevets, Alexander S., Leblond, Rémi, Pohlen, Tobias, Dalibard, Valentin, Budden, David, Sulsky, Yury, Molloy, James, Paine, Tom L., Gulcehre, Caglar, Wang, Ziyu, Pfaff, Tobias, Wu, Yuhuai, Ring, Roman, Yogatama, Dani, Wünsch, Dario, McKinney, Katrina, Smith, Oliver, Schaul, Tom, Lillicrap, Timothy, Kavukcuoglu, Koray, Hassabis, Demis, Apps, Chris, Silver, David

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Competition-level code generation with AlphaCode von Li, Yujia, Choi, David, Chung, Junyoung, Kushman, Nate, Schrittwieser, Julian, Leblond, Rémi, Eccles, Tom, Keeling, James, Gimeno, Felix, Dal Lago, Agustin, Hubert, Thomas, Choy, Peter, de Masson d'Autume, Cyprien, Babuschkin, Igor, Chen, Xinyun, Huang, Po-Sen, Welbl, Johannes, Gowal, Sven, Cherepanov, Alexey, Molloy, James, Mankowitz, Daniel J, Sutherland Robson, Esme, Kohli, Pushmeet, de Freitas, Nando, Kavukcuoglu, Koray, Vinyals, Oriol

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Cutoff phenomenon for the simple exclusion process on the complete graph von Lacoin, Hubert, Leblond, Remi

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Asynchronous optimization for machine learning von Leblond, Rémi

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BEAM SEARCH DECODING WITH FORWARD-LOOKING SCORES von Leblond, Rémi, Donato, Domenic Joseph, Dyer, Christopher James

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Improved asynchronous parallel optimization analysis for stochastic incremental methods von Leblond, Rémi, Pedregosa, Fabian, Lacoste-Julien, Simon

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Self-conditioned Embedding Diffusion for Text Generation von Strudel, Robin, Tallec, Corentin, Altché, Florent, Du, Yilun, Ganin, Yaroslav, Mensch, Arthur, Grathwohl, Will, Savinov, Nikolay, Dieleman, Sander, Sifre, Laurent, Leblond, Rémi

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Breaking the Nonsmooth Barrier: A Scalable Parallel Method for Composite Optimization von Pedregosa, Fabian, Leblond, Rémi, Lacoste-Julien, Simon

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Machine Translation Decoding beyond Beam Search von Leblond, Rémi, Alayrac, Jean-Baptiste, Sifre, Laurent, Pislar, Miruna, Lespiau, Jean-Baptiste, Antonoglou, Ioannis, Simonyan, Karen, Vinyals, Oriol

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Continuous diffusion for categorical data von Dieleman, Sander, Sartran, Laurent, Roshannai, Arman, Savinov, Nikolay, Ganin, Yaroslav, Richemond, Pierre H, Doucet, Arnaud, Strudel, Robin, Dyer, Chris, Durkan, Conor, Hawthorne, Curtis, Leblond, Rémi, Grathwohl, Will, Adler, Jonas

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ASAGA: Asynchronous Parallel SAGA von Leblond, Rémi, Pedregosa, Fabian, Lacoste-Julien, Simon

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SEARNN: Training RNNs with Global-Local Losses von Leblond, Rémi, Alayrac, Jean-Baptiste, Osokin, Anton, Lacoste-Julien, Simon

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Improved asynchronous parallel optimization analysis for stochastic incremental methods von Leblond, Rémi, Pedregosa, Fabian, Lacoste-Julien, Simon

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DISCRETE TOKEN PROCESSING USING DIFFUSION MODELS von Strudel, Robin, Grathwohl, Will S, Tallec, Corentin, Sifre, Laurent, Du, Yilin, Dieleman, Sander Etienne Lea, Savinov, Nikolay, Leblond, Rémi, Ganin, Iaroslav, Mensch, Arthur, Altché, Florent

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DISCRETE TOKEN PROCESSING USING DIFFUSION MODELS von DU, Yilun, SAVINOV, Nikolay, MENSCH, Arthur, SIFRE, Laurent, GRATHWOHL, Will S, STRUDEL, Robin, LEBLOND, Rémi, TALLEC, Corentin, GANIN, Iaroslav, ALTCHÉ, Florent, DIELEMAN, Sander Etienne Lea

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SEQUENCE-TO SEQUENCE NEURAL NETWORK SYSTEMS USING LOOK AHEAD TREE SEARCH von Vinyals, Oriol, Leblond, Rémi Bertrand Francis, Silver, David, Sifre, Laurent, Pîslar, Miruna, Alayrac, Jean-Baptiste, Lespiau, Jean-Baptiste, Simonyan, Karen, Antonoglou, Ioannis

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SEQUENCE-TO SEQUENCE NEURAL NETWORK SYSTEMS USING LOOK AHEAD TREE SEARCH von ALAYRAC, Jean-Baptiste, SILVER, David, VINYALS, Oriol, PÎSLAR, Miruna, ANTONOGLOU, Ioannis, SIFRE, Laurent, LESPIAU, Jean-Baptiste, LEBLOND, Rémi Bertrand Francis, SIMONYAN, Karen

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Competition-Level Code Generation with AlphaCode von Li, Yujia, Choi, David, Chung, Junyoung, Kushman, Nate, Schrittwieser, Julian, Leblond, Rémi, Eccles, Tom, Keeling, James, Gimeno, Felix, Agustin Dal Lago, Thomas, Hubert, Choy, Peter, Cyprien de Masson d'Autume, Babuschkin, Igor, Chen, Xinyun, Po-Sen, Huang, Welbl, Johannes, Gowal, Sven, Cherepanov, Alexey, Molloy, James, Mankowitz, Daniel J, Esme Sutherland Robson, Kohli, Pushmeet, Nando de Freitas, Kavukcuoglu, Koray, Vinyals, Oriol

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SCORE INTERPOLATION DIFFUSION MODELS von DURKAN, Conor Michael, SAVINOV, Nikolay, DOUCET, Arnaud, GRATHWOHL, Will S, STRUDEL, Robin, LEBLOND, Rémi, DYER, Christopher James, GANIN, Iaroslav, DIELEMAN, Sander Etienne Lea, SARTRAN, Laurent Patrice Marc, RIOND, Pierre, HAWTHORNE, Curtis Glenn-Macway

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