Forecasting intermittent and sparse time series: A unified probabilistic framework via deep renewal processes von Tuerkmen, Ali Caner, Januschowski, Tim, Wang, Yuyang, Cemgil, Ali Taylan

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DeepAR: Probabilistic forecasting with autoregressive recurrent networks von Salinas, David, Flunkert, Valentin, Gasthaus, Jan, Januschowski, Tim

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Criteria for classifying forecasting methods von Januschowski, Tim, Gasthaus, Jan, Wang, Yuyang, Salinas, David, Flunkert, Valentin, Bohlke-Schneider, Michael, Callot, Laurent

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Deep Learning for Time Series Forecasting: Tutorial and Literature Survey von Benidis, Konstantinos, Rangapuram, Syama Sundar, Flunkert, Valentin, Wang, Yuyang, Maddix, Danielle, Turkmen, Caner, Gasthaus, Jan, Bohlke-Schneider, Michael, Salinas, David, Stella, Lorenzo, Aubet, François-Xavier, Callot, Laurent, Januschowski, Tim

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Forecasting with trees von Januschowski, Tim, Wang, Yuyang, Torkkola, Kari, Erkkilä, Timo, Hasson, Hilaf, Gasthaus, Jan

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Forecasting big time series: old and new von Faloutsos, Christos, Gasthaus, Jan, Januschowski, Tim, Wang, Yuyang

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GluonTS: Probabilistic and Neural Time Series Modeling in Python von Alexandrov, Alexander, Benidis, Konstantinos, Bohlke-Schneider, Michael, Flunkert, Valentin, Gasthaus, Jan, Januschowski, Tim, Maddix, Danielle C., Rangapuram, Syama, Salinas, David, Schulz, Jasper, Stella, Lorenzo, Tuerkmen, Ali Caner, Wang, Yuyang

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Forecasting: theory and practice von Petropoulos, Fotios, Apiletti, Daniele, Assimakopoulos, Vassilios, Babai, Mohamed Zied, Barrow, Devon K., Ben Taieb, Souhaib, Bergmeir, Christoph, Bessa, Ricardo J., Bijak, Jakub, Boylan, John E., Browell, Jethro, Carnevale, Claudio, Castle, Jennifer L., Cirillo, Pasquale, Clements, Michael P., Cordeiro, Clara, Cyrino Oliveira, Fernando Luiz, De Baets, Shari, Dokumentov, Alexander, Ellison, Joanne, Fiszeder, Piotr, Franses, Philip Hans, Frazier, David T., Gilliland, Michael, Gönül, M. Sinan, Goodwin, Paul, Grossi, Luigi, Grushka-Cockayne, Yael, Guidolin, Mariangela, Guidolin, Massimo, Gunter, Ulrich, Guo, Xiaojia, Guseo, Renato, Harvey, Nigel, Hendry, David F., Hollyman, Ross, Januschowski, Tim, Jeon, Jooyoung, Jose, Victor Richmond R., Kang, Yanfei, Koehler, Anne B., Kolassa, Stephan, Kourentzes, Nikolaos, Leva, Sonia, Li, Feng, Litsiou, Konstantia, Makridakis, Spyros, Martin, Gael M., Martinez, Andrew B., Meeran, Sheik, Modis, Theodore, Nikolopoulos, Konstantinos, Önkal, Dilek, Paccagnini, Alessia, Panagiotelis, Anastasios, Panapakidis, Ioannis, Pavía, Jose M., Pedio, Manuela, Pedregal, Diego J., Pinson, Pierre, Ramos, Patrícia, Rapach, David E., Reade, J. James, Rostami-Tabar, Bahman, Rubaszek, Michał, Sermpinis, Georgios, Shang, Han Lin, Spiliotis, Evangelos, Syntetos, Aris A., Talagala, Priyanga Dilini, Talagala, Thiyanga S., Tashman, Len, Thomakos, Dimitrios, Thorarinsdottir, Thordis, Todini, Ezio, Trapero Arenas, Juan Ramón, Wang, Xiaoqian, Winkler, Robert L., Yusupova, Alisa, Ziel, Florian

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Probabilistic demand forecasting at scale von Böse, Joos-Hendrik, Flunkert, Valentin, Gasthaus, Jan, Januschowski, Tim, Lange, Dustin, Salinas, David, Schelter, Sebastian, Seeger, Matthias, Wang, Yuyang

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DeepAR: Probabilistic forecasting with autoregressive recurrent networks (vol 36, pg 1181, 2020) von Salinas, David, Flunkert, Valentin, Gasthaus, Jan, Januschowski, Tim

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A Flexible Forecasting Stack von Januschowski, Tim, Wang, Yuyang, Gasthaus, Jan, Rangapuram, Syama, Türkmen, Caner, Zschiegner, Jasper, Stella, Lorenzo, Bohlke-Schneider, Michael, Maddix, Danielle, Benidis, Konstantinos, Alexandrov, Alexander, Faloutsos, Christos, Schelter, Sebastian

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Forecasting with Artificial Intelligence: Theory and Applications von Hamoudia, Mohsen, Makridakis, Spyros, Spiliotis, Evangelos

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The maximum k -colorable subgraph problem and orbitopes von Januschowski, Tim, Pfetsch, Marc E.

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Forecasting : theory and practice von Petropoulos, Fotios, Apiletti, Daniele, Assimakopoulos, Vassilios, Babai, Mohamed Zied, Barrow, Devon K, Ben Taieb, Souhaib, Bergmeir, Christoph, Bessa, Ricardo J, Bijak, Jakub, Boylan, John E, Browell, Jethro, Carnevale, Claudio, Castle, Jennifer L, Cirillo, Pasquale, Clements, Michael P, Cordeiro, Clara, Cyrino Oliveira, Fernando Luiz, De Baets, Shari, Dokumentov, Alexander, Ellison, Joanne, Fiszeder, Piotr, Franses, Philip Hans, Frazier, David T, Gilliland, Michael, Gönül, M. Sinan, Goodwin, Paul, Grossi, Luigi, Grushka-Cockayne, Yael, Guidolin, Mariangela, Guidolin, Massimo, Gunter, Ulrich, Guo, Xiaojia, Guseo, Renato, Harvey, Nigel, Hendry, David F, Hollyman, Ross, Januschowski, Tim, Jeon, Jooyoung, Jose, Victor Richmond R, Kang, Yanfei, Koehler, Anne B, Kolassa, Stephan, Kourentzes, Nikolaos, Leva, Sonia, Li, Feng, Litsiou, Konstantia, Makridakis, Spyros, Martin, Gael M, Martinez, Andrew B, Meeran, Sheik, Modis, Theodore, Nikolopoulos, Konstantinos, Önkal, Dilek, Paccagnini, Alessia, Panagiotelis, Anastasios, Panapakidis, Ioannis, Pavía, Jose M, Pedio, Manuela, Pedregal, Diego J, Pinson, Pierre, Ramos, Patrícia, Rapach, David E, Reade, J. James, Rostami-Tabar, Bahman, Rubaszek, Michał, Sermpinis, Georgios, Shang, Han Lin, Spiliotis, Evangelos, Syntetos, Aris A, Talagala, Priyanga Dilini, Talagala, Thiyanga S, Tashman, Len, Thomakos, Dimitrios, Thorarinsdottir, Thordis, Todini, Ezio, Trapero Arenas, Juan Ramón, Wang, Xiaoqian, Winkler, Robert L, Yusupova, Alisa, Ziel, Florian

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Anomaly Detection at Scale: The Case for Deep Distributional Time Series Models von Ayed, Fadhel, Stella, Lorenzo, Januschowski, Tim, Gasthaus, Jan

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End-to-End Benchmarking of Deep Learning Platforms von Deuschle, Vincent, Alexandrov, Alexander, Januschowski, Tim, Markl, Volker

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Realistic tenant traces for enterprise DBaaS von Schaffner, J., Januschowski, T.

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Resilient Neural Forecasting Systems von Bohlke-Schneider, Michael, Kapoor, Shubham, Januschowski, Tim

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On the detrimental effect of invariances in the likelihood for variational inference von Kurle, Richard, Herbrich, Ralf, Januschowski, Tim, Wang, Yuyang, Gasthaus, Jan

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Tricks from the Trade for Large-Scale Markdown Pricing: Heuristic Cut Generation for Lagrangian Decomposition von Streeck, Robert, Gellert, Torsten, Schmitt, Andreas, Dipkaya, Asya, Fux, Vladimir, Januschowski, Tim, Berthold, Timo

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