• 
  Louis Jachiet, Pierre Genevès, Nils Gesbert, Nabil Layaïda. On the Optimization of Recursive Relational Queries: Application to Graph Queries. SIGMOD 2020 - ACM International Conference on Management of Data, Jun 2020, Portland, United States. pp.1-23. ⟨hal-01673025v4⟩
• 
  Laure Coutin, Laurent Decreusefond. Stein's method for rough paths. Potential Analysis, Springer Verlag, In press. ⟨hal-01551694v3⟩
• 
  Thanh Huy Nguyen, Umut Simsekli, Mert Gürbüzbalaban, Gael Richard. First Exit Time Analysis of Stochastic Gradient Descent Under Heavy-Tailed Gradient Noise. 33rd Conference on Neural Information Processing Systems (NeurIPS 2019), Dec 2019, Vancouver, Canada. ⟨hal-02372376⟩
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  Othmane Sebbouh, Nidham Gazagnadou, Samy Jelassi, Francis Bach, Robert Gower. Towards closing the gap between the theory and practice of SVRG. Conference on Neural Information Processing Systems, Dec 2019, Vancouver, Canada. ⟨hal-02365285⟩
• 
  Robert Gower, Dmitry Kovalev, Felix Lieder, Peter Richtárik. RSN: Randomized Subspace Newton. Conference on Neural Information Processing Systems, Dec 2019, Vancouver, Canada. ⟨hal-02365297⟩
• 
  Amaury Durand, François Roueff. Spectral representations of weakly stationary processes valued in a separable Hilbert space : a survey with applications on functional time series. 2019. ⟨hal-02318267v2⟩
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  Hui Zhao, Frédéric Mallet, Ludovic Apvrille. A Language-based Multi-view Approach for Combining Functional and Security Models. APSEC 2019 - Asia-Pacific Software Engineering Conference, Dec 2019, Putrajaya, Malaysia. ⟨hal-02337469⟩
• 
  Deepa Jagyasi, Alaa Daher, Marceau Coupechoux. Multi-cell MIMO Transceiver Design for Mission-Critical Communication. IEEE Globecom, Dec 2019, Honolulu, United States. ⟨hal-02315256⟩
• 
  Apostolos Avranas, Marios Kountouris, Philippe Ciblat. The Influence of CSI in Ultra-Reliable Low-Latency Communications with IR-HARQ. IEEE Global Communications Conference, Dec 2019, Hawai, United States. ⟨hal-02282196⟩
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  Olivier Spitz, Jiagui Wu, Mathieu Carras, Chee-Wei Wong, Frederic Grillot. Chaotic optical power dropouts driven by low frequency bias forcing in a mid-infrared quantum cascade laser. Scientific Reports, Nature Publishing Group, 2019, 9 (1), ⟨10.1038/s41598-019-40861-7⟩. ⟨hal-02342825⟩
• 
  Pascal Bianchi, Walid Hachem, Adil Salim. A Fully Stochastic Primal-Dual Algorithm. 2019. ⟨hal-02369882⟩
• 
  Adil Salim, Pascal Bianchi, Walid Hachem. A Constant Step Stochastic Douglas-Rachford Algorithm with Application to Non Separable Regularizations. 2019. ⟨hal-02369904⟩
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  Guillaume Staerman, Pavlo Mozharovskyi, Stéphan Clémençon, Florence D'alché-Buc. Functional Isolation Forest. Proceedings of The Eleventh Asian Conference on Machine Learning, Nov 2019, Nagoya, Japan. ⟨hal-02369435⟩
• 
  Anas Barakat, Pascal Bianchi. Convergence and Dynamical Behavior of the Adam Algorithm for Non Convex Stochastic Optimization. 2019. ⟨hal-02366280⟩
• 
  Anas Barakat, Pascal Bianchi. Convergence Analysis of a Momentum Algorithm with Adaptive Step Size for Non Convex Optimization. 2019. ⟨hal-02366337⟩
• 
  Ondřej Cífka, Umut Şimşekli, Gaël Richard. Supervised Symbolic Music Style Translation Using Synthetic Data. 20th International Society for Music Information Retrieval Conference (ISMIR), Nov 2019, Delft, Netherlands. ⟨10.5281/zenodo.3527878⟩. ⟨hal-02366954⟩
• 
  Alexandre Garcia, Pierre Colombo, Slim Essid, Florence d'Alché-Buc, Chloe Clavel. From the Token to the Review: A Hierarchical Multimodal approach to Opinion Mining. 2019 Conference on Empirical Methods in Natural Language Processing, Nov 2019, Hong-Kong, China. ⟨hal-02371140⟩
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  Clément Rambour, Loïc Denis, Florence Tupin, Hélène Oriot, Yue Huang, et al.. Urban Surface Reconstruction in SAR Tomography by Graph-Cuts. Computer Vision and Image Understanding, Elsevier, 2019, 188, ⟨10.1016/j.cviu.2019.07.011⟩. ⟨hal-01873673⟩
• 
  Olivier Spitz, Jiagui Wu, Andreas Herdt, Mathieu Carras, Wolfgang Elsässer, et al.. Investigation of Chaotic and Spiking Dynamics in Mid-Infrared Quantum Cascade Lasers Operating Continuous-Waves and Under Current Modulation. IEEE Journal of Selected Topics in Quantum Electronics, Institute of Electrical and Electronics Engineers, 2019, 25 (6), pp.1-11. ⟨10.1109/JSTQE.2019.2937445⟩. ⟨hal-02342830⟩
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  Simon Henriet, Umut Simsekli, Sérgio Santos, Benoît Fuentes, Gael Richard. Independent-Variation Matrix Factorization With Application to Energy Disaggregation. IEEE Signal Processing Letters, Institute of Electrical and Electronics Engineers, 2019, 26 (11), pp.1643-1647. ⟨10.1109/LSP.2019.2941428⟩. ⟨hal-02307248⟩
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  Iulia Mitrica, Attilio Fiandrotti, Marco Cagnazzo, Eric Mercier, Christophe Ruellan. COCKPIT VIDEO CODING WITH TEMPORAL PREDICTION. European Workshop on Visual Information Processing (EUVIP), Oct 2019, Rome, Italy. ⟨hal-02364911⟩
• 
  Kilian Schulze-Forster, Clément Doire, Gaël Richard, Roland Badeau. Weakly Informed Audio Source Separation. 2019. ⟨hal-02332689⟩
• 
  Diego Kiedanski, Umar Hashmi, Ana Bušić, Daniel Kofman. Sensitivity to forecast errors in energy storage arbitrage for residential consumers. SmartGridComm 2019 - IEEE International Conference on Communications, Control, and Computing Technologies for Smart Grids, Oct 2019, Beijing, China. ⟨hal-02163114v2⟩
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  Petr Kuznetsov, Thibault Rieutord, Sara Tucci-Piergiovanni. Reconfigurable Lattice Agreement and Applications. [Research Report] Institut Polytechnique Paris; CEA List. 2019. ⟨cea-02321547⟩
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  Diego Kiedanski, Daniel Kofman, Ariel Orda, José Horta, Alvaro Otero. Exploiting flexibility in irrigation while maintaining optimal crop productivity. SmartGridComm 2019, Oct 2019, Beijing, China. ⟨hal-02160861⟩
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  Nicolas Furnon, Romain Serizel, Irina Illina, Slim Essid. DNN-Based Distributed Multichannel Mask Estimation for Speech Enhancement in Microphone Arrays. 2019. ⟨hal-02389159⟩
• 
  Sanjeel Parekh, Alexey Ozerov, Slim Essid, Ngoc Duong, Patrick Pérez, et al.. IDENTIFY, LOCATE AND SEPARATE: AUDIO-VISUAL OBJECT EXTRACTION IN LARGE VIDEO COLLECTIONS USING WEAK SUPERVISION. IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA), Oct 2019, New Paltz, United States. ⟨hal-02380780⟩
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  Marc Teyssier, Gilles Bailly, Catherine Pelachaud, Eric Lecolinet, Andrew Conn, et al.. Skin-On Interfaces: A Bio-Driven Approach for Artificial Skin Design to Cover Interactive Devices. the 32nd Annual ACM Symposium, Oct 2019, New Orleans, France. pp.307-322, ⟨10.1145/3332165.3347943⟩. ⟨hal-02340056⟩
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  Giorgia Cantisani, Slim Essid, Gaël Richard. EEG-BASED DECODING OF AUDITORY ATTENTION TO A TARGET INSTRUMENT IN POLYPHONIC MUSIC. 2019 IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA), Oct 2019, New Paltz, NY, United States. ⟨hal-02291896⟩
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  Kyle Hall, Adam Bradley, Uta Hinrichs, Samuel Huron, Jo Wood, et al.. Design by Immersion: A Transdisciplinary Approach to Problem-Driven Visualizations. IEEE Transactions on Visualization and Computer Graphics, Institute of Electrical and Electronics Engineers, In press, ⟨10.1109/TVCG.2019.2934790⟩. ⟨hal-02310473⟩

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• Submission guide (in french)
• I³
• LTCI
• Open Access in France