François Belletti
François Belletti
Email verificata su berkeley.edu
TitoloCitata daAnno
Expert level control of ramp metering based on multi-task deep reinforcement learning
F Belletti, D Haziza, G Gomes, AM Bayen
IEEE Transactions on Intelligent Transportation Systems 19 (4), 1198-1207, 2017
512017
Optimal charging of electric vehicles for load shaping: A dual-splitting framework with explicit convergence bounds
C Le Floch, F Belletti, S Moura
IEEE Transactions on Transportation Electrification 2 (2), 190-199, 2016
372016
Top-k off-policy correction for a REINFORCE recommender system
M Chen, A Beutel, P Covington, S Jain, F Belletti, EH Chi
Proceedings of the Twelfth ACM International Conference on Web Search and …, 2019
322019
Distributed optimal charging of electric vehicles for demand response and load shaping
C Le Floch, F Belletti, S Saxena, AM Bayen, S Moura
2015 54th IEEE Conference on Decision and Control (CDC), 6570-6576, 2015
292015
Prediction of traffic convective instability with spectral analysis of the Aw–Rascle–Zhang model
F Belletti, M Huo, X Litrico, AM Bayen
Physics Letters A 379 (38), 2319-2330, 2015
262015
Factorized recurrent neural architectures for longer range dependence
F Belletti, A Beutel, S Jain, E Chi
International Conference on Artificial Intelligence and Statistics, 1522-1530, 2018
142018
Towards neural mixture recommender for long range dependent user sequences
J Tang, F Belletti, S Jain, M Chen, A Beutel, C Xu, E H. Chi
The World Wide Web Conference, 1782-1793, 2019
132019
Random projection design for scalable implicit smoothing of randomly observed stochastic processes
F Belletti, E Sparks, A Bayen, J Gonzalez
Artificial Intelligence and Statistics, 700-708, 2017
72017
Privacy-preserving MaaS fleet management
F Belletti, AM Bayen
Transportation research procedia 23, 1000-1024, 2017
52017
Categorical-attributes-based item classification for recommender systems
Q Zhao, J Chen, M Chen, S Jain, A Beutel, F Belletti, EH Chi
Proceedings of the 12th ACM Conference on Recommender Systems, 320-328, 2018
42018
Tensor Processing Units for Financial Monte Carlo
F Belletti, D King, K Yang, R Nelet, Y Shafi, YF Shen, J Anderson
Proceedings of the 2020 SIAM Conference on Parallel Processing for …, 2020
22020
Scalable realistic recommendation datasets through fractal expansions
F Belletti, K Lakshmanan, W Krichene, YF Chen, J Anderson
arXiv preprint arXiv:1901.08910, 2019
22019
Privacy-preserving MaaS fleet management
F Belletti, AM Bayen
Transportation Research Part C: Emerging Technologies 94, 270-287, 2018
22018
Characterization of the convective instability of the Aw-Rascle-Zhang model via spectral analysis
F Belletti, M Huo, X Litrico, AM Bayen
2016 American Control Conference (ACC), 6127-6132, 2016
22016
Embarrassingly parallel time series analysis for large scale weak memory systems
F Belletti, E Sparks, M Franklin, AM Bayen
arXiv preprint arXiv:1511.06493, 2015
22015
Quantifying Long Range Dependence in Language and User Behavior to improve RNNs
F Belletti, M Chen, EH Chi
Proceedings of the 25th ACM SIGKDD International Conference on Knowledge …, 2019
12019
Scaling Up Collaborative Filtering Data Sets through Randomized Fractal Expansions
F Belletti, K Lakshmanan, W Krichene, N Mayoraz, YF Chen, J Anderson, ...
arXiv preprint arXiv:1905.09874, 2019
12019
Neural Networks for irregularly observed continuous-time Stochastic Processes
FW Belletti, A Ku, JE Gonzalez
12018
Categorical-Attributes-Based Multi-Level Classification for Recommender Systems
Q Zhao, J Chen, M Chen, S Jain, A Beutel, F Belletti, E Chi
12018
Scalable Linear Causal Inference for Irregularly Sampled Time Series with Long Range Dependencies
FW Belletti, ER Sparks, MJ Franklin, AM Bayen, JE Gonzalez
arXiv preprint arXiv:1603.03336, 2016
12016
Il sistema al momento non può eseguire l'operazione. Riprova più tardi.
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